{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"1a01548086c5","filters":{"venue":"Journal of the Association of Chartered Physiotherapists in Respiratory Care"}},"results":[{"id":"W4391174506","doi":"10.56792/eebg5278","title":"What is the Minimal Clinically Important Difference in the OneMinute Sit-to-Stand Test During Remote Interventions?","year":2024,"lang":"en","type":"article","venue":"Journal of the Association of Chartered Physiotherapists in Respiratory Care","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Thomas Hospital","funders":"Intensive Care Society","keywords":"Psychological intervention; Test (biology); Psychology; Physical therapy; Computer science; Medicine; Physical medicine and rehabilitation; Nursing; Geology","authors":[{"name":"Hoi Man","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02344113301416374,"gpt":0.3698258281922682,"spread":0.3463846951781045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01279249,0.0003852094,0.001405536,0.0008334185,0.0002384339,0.001023718,0.001002047,0.001197881,0.001077091],"category_scores_gemma":[0.03956112,0.0001200239,0.0009811143,0.0006631463,0.0007583217,0.0007782999,0.0004188528,0.0007376391,0.0003157727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000612098,"about_ca_system_score_gemma":0.0005094567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008308514,"about_ca_topic_score_gemma":0.001494579,"domain_scores_codex":[0.9902356,0.004719464,0.001615712,0.0009559357,0.00221445,0.0002588055],"domain_scores_gemma":[0.9695087,0.01963008,0.006669305,0.00075053,0.002456024,0.0009852707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02201973,0.001080818,0.8367289,0.002358509,0.001786728,0.0002218749,0.0006468616,0.001190191,0.002125195,0.0004040867,0.002353503,0.1290836],"study_design_scores_gemma":[0.0005586136,0.01092514,0.9790609,0.000429867,0.0006894777,0.0005341762,0.0005480219,0.003008816,0.001539165,0.0004750582,0.00215232,0.00007851249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694965,0.01833261,0.003601901,0.001283633,0.0004468014,0.0003897721,0.001757443,0.00004964308,0.004641735],"genre_scores_gemma":[0.9958078,0.0008128412,0.001752909,0.0003024,0.0001855916,0.0002401509,0.0007219866,0.000007993769,0.0001684841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01279249,"threshold_uncertainty_score":0.06765395,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391170129","doi":"10.56792/riha6466","title":"A feasibility study investigating the use of a thigh-worn accelerometer to measure physical activity in patients recovering from critical illness","year":2024,"lang":"en","type":"article","venue":"Journal of the Association of Chartered Physiotherapists in Respiratory Care","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Thomas Hospital","funders":"Intensive Care Society","keywords":"Accelerometer; Measure (data warehouse); Physical medicine and rehabilitation; Physical activity; Medicine; Physical therapy; Computer science; Psychology; Data mining","authors":[{"name":"Laura Jones","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06755016279494389,"gpt":0.3476149969480129,"spread":0.280064834153069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005992511,0.0007500742,0.0004989885,0.0006100627,0.001007332,0.0006456274,0.000541448,0.0008698344,0.002330136],"category_scores_gemma":[0.01210364,0.0006754601,0.0006466577,0.0003825575,0.0008963178,0.001126734,0.0009417102,0.0009478602,0.0004697996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005040298,"about_ca_system_score_gemma":0.002012701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001467594,"about_ca_topic_score_gemma":0.002978695,"domain_scores_codex":[0.9970198,0.001771078,0.0002844655,0.000270032,0.0003445113,0.0003100648],"domain_scores_gemma":[0.9928539,0.002769487,0.001508189,0.0006667122,0.001251773,0.0009498887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03265884,0.06086104,0.8193355,0.00107492,0.0004456312,0.001627778,0.006695183,0.0004573473,0.01223029,0.0003023259,0.0009938646,0.06331739],"study_design_scores_gemma":[0.006907186,0.3571575,0.6251267,0.0001835183,0.0002184667,0.001286087,0.004721746,0.001230346,0.001121515,0.0001840083,0.001773549,0.00008937684],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959878,0.0001051224,0.0008420963,0.0001085023,0.0000272853,0.002391969,0.0001027117,0.000006132074,0.0004282981],"genre_scores_gemma":[0.9932689,0.0001353704,0.00288621,0.0002033721,0.00005609426,0.003034324,0.0001730124,0.00000267897,0.0002398424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005992511,"threshold_uncertainty_score":0.03169185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312302061","doi":"10.56792/zwdz1265","title":"The future is bright and exciting, and it must involve research","year":2022,"lang":"en","type":"article","venue":"Journal of the Association of Chartered Physiotherapists in Respiratory Care","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"","keywords":"Computer science; Psychology; Data science; Internet privacy","authors":[{"name":"Ema Swingwood","is_ca":true},{"name":"Harriet Shannon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02866394205825732,"gpt":0.407962091278754,"spread":0.3792981492204966,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03187523,0.00102501,0.002469558,0.001957186,0.003938262,0.008559593,0.004175365,0.01153008,0.02940023],"category_scores_gemma":[0.03193274,0.0005900577,0.00241905,0.002249371,0.006787334,0.02243285,0.004669061,0.01706004,0.004456024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004188739,"about_ca_system_score_gemma":0.02431887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008795248,"about_ca_topic_score_gemma":0.01642345,"domain_scores_codex":[0.9932157,0.002784948,0.0006640962,0.0006462271,0.001361811,0.001327109],"domain_scores_gemma":[0.8701162,0.06815919,0.005771391,0.004345321,0.02629229,0.0253156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002854269,0.005698613,0.03447876,0.01060095,0.0005974252,0.001596763,0.004579009,0.001192917,0.003896233,0.08759903,0.2507986,0.5961075],"study_design_scores_gemma":[0.000557655,0.00353038,0.07663257,0.02079751,0.0007221455,0.001233919,0.05429453,0.001938857,0.001204538,0.1623165,0.6759468,0.0008245679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009681228,0.2153203,0.006293497,0.7276862,0.02774786,0.0002487225,0.0005271179,0.0001513732,0.01234364],"genre_scores_gemma":[0.1367923,0.4241219,0.04725859,0.3090503,0.05808073,0.002085395,0.002126419,0.0001727084,0.02031163],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03187523,"threshold_uncertainty_score":0.1685744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313032287","doi":"10.56792/ugxe4674","title":"Influence of age and gender on cardiovascular response to isometric exercise in apparently healthy individuals","year":2022,"lang":"en","type":"article","venue":"Journal of the Association of Chartered Physiotherapists in Respiratory Care","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"","keywords":"Isometric exercise; Medicine; Blood pressure; Heart rate; Internal medicine; Cardiology; Physical therapy","authors":[{"name":"Daniel Olufemi Odebiyi","is_ca":true},{"name":"T.O. Ajepe","is_ca":true},{"name":"Oluwatoyin Akingbade","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01853133918528251,"gpt":0.2901627017770037,"spread":0.2716313625917212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002332172,0.0001777711,0.0002322768,0.0002620746,0.0001790295,0.0002154002,0.00007724644,0.0001901785,0.001783254],"category_scores_gemma":[0.001003482,0.00009633739,0.0001967617,0.0001774894,0.0001169343,0.0001559092,0.0001508803,0.0001777758,0.0002583131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005155315,"about_ca_system_score_gemma":0.00006621928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006023908,"about_ca_topic_score_gemma":0.0009916594,"domain_scores_codex":[0.9998032,0.00004600482,0.00001965963,0.00004909004,0.00004476392,0.00003715188],"domain_scores_gemma":[0.9993874,0.0001953455,0.0002070536,0.00003064397,0.00005769949,0.0001219257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001980261,0.0001853169,0.9781649,0.0000460828,0.00008294516,0.0006824653,0.0004405103,0.00006267182,0.007706147,0.00002795063,0.0001738399,0.01044689],"study_design_scores_gemma":[0.000002890544,0.0003966501,0.998975,0.000002772131,0.00001513819,0.0002605588,0.00008686945,0.00003645926,0.00009631706,0.00001040004,0.0001150051,0.000001917582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986119,0.000485168,0.00008499479,0.00002711875,0.00001618243,0.000005371006,0.00009231598,0.000002579073,0.0006744121],"genre_scores_gemma":[0.9994048,0.0001207978,0.00004965989,0.00002476188,0.0000180036,0.000004753378,0.00006219818,0.00000132907,0.0003137441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001783254,"threshold_uncertainty_score":0.00596559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312618573","doi":"10.56792/rkmd1821","title":"Does the incremental shuttle walk test predict the development of a hospital acquired pneumonia in patients undergoing elective oesophagectomy: A service evaluation","year":2022,"lang":"en","type":"article","venue":"Journal of the Association of Chartered Physiotherapists in Respiratory Care","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"","keywords":"Medicine; Pneumonia; Intensive care unit; Incidence (geometry); Aspiration pneumonia; Emergency medicine; Physical therapy; Internal medicine","authors":[{"name":"Jonathan Weblin","is_ca":true},{"name":"James Cuell","is_ca":true},{"name":"David McWilliams","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01133612481665099,"gpt":0.2883224578374076,"spread":0.2769863330207566,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006570685,0.0003066337,0.0005911742,0.0009397577,0.0003585872,0.0007586986,0.0003761096,0.0004620765,0.001369905],"category_scores_gemma":[0.002790428,0.0001963125,0.0006784639,0.001213276,0.0002854953,0.0006990503,0.0006082591,0.0004295523,0.0002846902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005072653,"about_ca_system_score_gemma":0.0005958189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005052039,"about_ca_topic_score_gemma":0.00857742,"domain_scores_codex":[0.9993883,0.0001247267,0.0001197115,0.00008675914,0.000137181,0.0001432535],"domain_scores_gemma":[0.9979864,0.0002704387,0.0008512746,0.00003670686,0.0003500591,0.000505214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006422165,0.00002423715,0.9992436,0.0000082267,0.00001492888,0.00003728278,0.00002148044,0.00001459797,0.00003081242,0.000002354318,0.00003651288,0.0005017958],"study_design_scores_gemma":[0.000006559178,0.0003889061,0.9987919,0.000008418946,0.00002214092,0.0002186698,0.0002460682,0.0002161525,0.00002725146,0.000007376419,0.00006330381,0.000003239169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991763,0.0001435245,0.00003642778,0.00006367464,0.00000613275,0.00002080295,0.0002595638,0.000001698199,0.0002919429],"genre_scores_gemma":[0.9992946,0.0000805668,0.00006905328,0.0000245568,0.000009146106,0.00001725317,0.0004258848,7.684299e-7,0.00007807856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005052039,"threshold_uncertainty_score":0.01004523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312429525","doi":"10.56792/jktn8537","title":"Mechanical insufflation-exsufflation for the prevention and treatment of respiratory complications in acute cervical spinal cord injury: A retrospective service evaluation","year":2022,"lang":"en","type":"article","venue":"Journal of the Association of Chartered Physiotherapists in Respiratory Care","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"","keywords":"Medicine; Exsufflation; Incidence (geometry); Retrospective cohort study; Positive airway pressure; Population; Spinal cord injury; Respiratory system; Anesthesia; Surgery; Insufflation; Internal medicine; Spinal cord","authors":[{"name":"Debbie Hubbard","is_ca":true},{"name":"Claire Fitzgerald","is_ca":true},{"name":"Ema Swingwood","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.068410613388157,"gpt":0.4220114488887235,"spread":0.3536008355005665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001927387,0.0003553421,0.0006825406,0.00382748,0.0008424537,0.0008739329,0.0006523227,0.0006059374,0.001499007],"category_scores_gemma":[0.00619626,0.0006199341,0.000995616,0.003930031,0.0005800505,0.0004903771,0.0007796543,0.0004481782,0.0004354442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233277,"about_ca_system_score_gemma":0.002531955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007907283,"about_ca_topic_score_gemma":0.009675437,"domain_scores_codex":[0.9971195,0.0006006083,0.001068929,0.000300644,0.0006823119,0.000227961],"domain_scores_gemma":[0.9916631,0.001562729,0.004320508,0.0003432473,0.001739775,0.000370635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002874245,0.0001373277,0.9886478,0.0009733525,0.0001795709,0.002083802,0.0006421729,0.00003184026,0.0002783785,0.00005968853,0.0002457646,0.006432995],"study_design_scores_gemma":[0.00005726032,0.002368172,0.9728224,0.0009732783,0.0007142206,0.01624423,0.003253378,0.0001538834,0.0004479867,0.00002867641,0.002901399,0.00003504455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819252,0.0140178,0.0004129137,0.0001067609,0.00002726226,0.0007338785,0.001165627,0.00001065999,0.001599751],"genre_scores_gemma":[0.986072,0.01136357,0.0006323592,0.0002161833,0.00007633417,0.0002930572,0.001003255,0.000007173828,0.0003361791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007907283,"threshold_uncertainty_score":0.01572251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312925269","doi":"10.56792/fawe2919","title":"Is there a link between the activity levels of parents and their children with cystic fibrosis? A scoping review","year":2022,"lang":"en","type":"review","venue":"Journal of the Association of Chartered Physiotherapists in Respiratory Care","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"","keywords":"Psychosocial; Cystic fibrosis; Medicine; Psychological intervention; Inclusion (mineral); Clinical psychology; Psychology; Psychiatry; Internal medicine","authors":[{"name":"K. Lock","is_ca":true},{"name":"Sam Coleman","is_ca":true},{"name":"David Young","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05534064276516263,"gpt":0.3795036436168753,"spread":0.3241630008517126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01264469,0.001235751,0.005736395,0.01579314,0.001135509,0.004958378,0.001879588,0.004223642,0.005062767],"category_scores_gemma":[0.07330615,0.001389098,0.004503142,0.0145243,0.001594215,0.004319855,0.002257203,0.002186988,0.0005693649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004781045,"about_ca_system_score_gemma":0.01500837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01321087,"about_ca_topic_score_gemma":0.02122069,"domain_scores_codex":[0.9901963,0.003488715,0.003684594,0.000733429,0.001590047,0.000306861],"domain_scores_gemma":[0.9201296,0.06466308,0.009674532,0.0007049201,0.004335172,0.0004927382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001254974,0.00003214062,0.001315307,0.8807738,0.002524947,0.0002268089,0.00113312,0.0001218732,0.0001160452,0.0008582047,0.003549703,0.1092225],"study_design_scores_gemma":[0.0000198913,0.00005545912,0.002105662,0.9766707,0.004835953,0.0002710757,0.0005970418,0.00003574153,0.00004774278,0.0002859714,0.01505717,0.00001754075],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005878665,0.9980432,0.00008798061,0.0004853113,0.0001875404,0.0001277309,0.0001176561,0.000003369317,0.0003593844],"genre_scores_gemma":[0.005729526,0.9929576,0.0002371414,0.0004255336,0.0001079973,0.0003186215,0.0001117894,0.000003058381,0.0001086394],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01579314,"threshold_uncertainty_score":0.06687236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312909636","doi":"10.56792/oyht9256","title":"Physiotherapy input and outcomes in patients hospitalised with COVID-19: A retrospective chart review","year":2022,"lang":"en","type":"article","venue":"Journal of the Association of Chartered Physiotherapists in Respiratory Care","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trinity College","funders":"","keywords":"Medicine; Retrospective cohort study; Observational study; Rehabilitation; Acute care; Physical therapy; Emergency medicine; Internal medicine; Health care","authors":[{"name":"Gráinne Sheill","is_ca":true},{"name":"Joanne Dowds","is_ca":true},{"name":"Niamh Murphy","is_ca":true},{"name":"Blathnaid Mealy","is_ca":true},{"name":"Karen Nash","is_ca":true},{"name":"Kelly Coughlan","is_ca":true},{"name":"Gráinne Kerr","is_ca":true},{"name":"Liam Townsend","is_ca":true},{"name":"Ciarán Bannan","is_ca":true},{"name":"Ignacio Martín‐Loeches","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006727202110441562,"gpt":0.3013281188995784,"spread":0.2946009167891369,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001002027,0.0001783609,0.0004397987,0.00243759,0.0004890248,0.0008455971,0.0003927452,0.0002997858,0.001337775],"category_scores_gemma":[0.005074926,0.0002494215,0.0002869416,0.002848866,0.0003726828,0.0005975372,0.0007171527,0.0003739931,0.0002182579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008983146,"about_ca_system_score_gemma":0.001217524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007015881,"about_ca_topic_score_gemma":0.009483164,"domain_scores_codex":[0.9984269,0.000396644,0.0004179516,0.0002235701,0.0003237115,0.000211159],"domain_scores_gemma":[0.9906982,0.001555008,0.006056556,0.0002005898,0.0010033,0.0004864639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000669436,0.00003293441,0.9968712,0.00009108072,0.00001673414,0.0003600432,0.0003107079,0.00002023164,0.0001117099,0.0000171516,0.0001583859,0.001942822],"study_design_scores_gemma":[0.000007871969,0.0002205729,0.9954164,0.0001199406,0.00002078621,0.001365124,0.001752282,0.00008412067,0.0001435376,0.000008563067,0.0008513775,0.00000944022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954816,0.001344311,0.0001445338,0.00006488894,0.00001000042,0.0001621369,0.001814658,0.000008049342,0.0009699232],"genre_scores_gemma":[0.9969638,0.000806535,0.0003018009,0.00005027161,0.0000165748,0.00009930673,0.001610548,0.00000340091,0.0001476971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007015881,"threshold_uncertainty_score":0.01395011,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391173727","doi":"10.56792/grwe1249","title":"Ventilator hyperinflation in paediatric critical care: a survey of current physiotherapy practice in the United Kingdom and Ireland","year":2024,"lang":"en","type":"article","venue":"Journal of the Association of Chartered Physiotherapists in Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Thomas Hospital","funders":"Intensive Care Society","keywords":"Hyperinflation; Medicine; Physical therapy; Dynamic hyperinflation; Intensive care medicine; Internal medicine; Lung volumes; Economics","authors":[{"name":"Jennie Balls","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03940072965347596,"gpt":0.3847758040840202,"spread":0.3453750744305442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002076241,0.0001403252,0.0003783983,0.0009190443,0.000419729,0.001128721,0.0006670207,0.0007102858,0.00201104],"category_scores_gemma":[0.006580748,0.0003497817,0.0003314344,0.001640427,0.0008202513,0.0009653906,0.001450373,0.0006267952,0.0004270591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00272687,"about_ca_system_score_gemma":0.00226848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06153821,"about_ca_topic_score_gemma":0.06863137,"domain_scores_codex":[0.9964665,0.000878593,0.0008556494,0.0003870099,0.0007510025,0.0006612185],"domain_scores_gemma":[0.9918711,0.001132719,0.004048891,0.0001541863,0.0012243,0.00156885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005803997,0.00005589283,0.9758608,0.0003758009,0.00002139588,0.000421798,0.01157241,0.0000521294,0.0003250236,0.00005124912,0.001919788,0.009285572],"study_design_scores_gemma":[0.000004033566,0.0001264782,0.9820535,0.0001683402,0.000003415176,0.0002984363,0.01561765,0.00005722948,0.00003836501,0.000004652544,0.001620263,0.000007741771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960388,0.0006721379,0.00004664365,0.0008737402,0.00001531481,0.00005527145,0.0006860254,0.000006474622,0.00160551],"genre_scores_gemma":[0.9979365,0.0007494872,0.000129741,0.0004978848,0.00001099086,0.0000840656,0.0002786012,0.000003974651,0.0003088865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06153821,"threshold_uncertainty_score":0.1223601,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}