{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"39e8ba216852","filters":{"venue":"International Journal of Health Professions"}},"results":[{"id":"W2030581526","doi":"10.2478/ijhp-2014-0002","title":"Scoping review of nursing-related dissemination and implementation research in German-speaking countries: Mapping the field / Scoping Review zum Stand der pflegebezogenen Disseminations- und Implementierungsforschung in deutschsprachigen Ländern: eine Bestandsaufnahme","year":2014,"lang":"en","type":"article","venue":"International Journal of Health Professions","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Universität Heidelberg","keywords":"German; CINAHL; PsycINFO; MEDLINE; Medical education; Nursing; Psychology; Library science; Political science; Medicine; Computer science; Geography; Psychological intervention","authors":[{"name":"Matthias Hoben","is_ca":true},{"name":"Charlotte Berendonk","is_ca":true},{"name":"Ines Buscher","is_ca":false},{"name":"Tina Quasdorf","is_ca":false},{"name":"Christine Riesner","is_ca":false},{"name":"Doris Wilborn","is_ca":false},{"name":"Johann Behrens","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1168037115091065,"gpt":0.6361121402864884,"spread":0.5193084287773819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07915871,0.002284194,0.008599528,0.04112588,0.002564279,0.008589156,0.003164258,0.003574778,0.00693781],"category_scores_gemma":[0.2017216,0.001975483,0.006690769,0.04314049,0.002836361,0.006803742,0.005212367,0.001940612,0.0009115535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01353354,"about_ca_system_score_gemma":0.05838607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01232636,"about_ca_topic_score_gemma":0.01934608,"domain_scores_codex":[0.9221245,0.02928347,0.03215899,0.003032101,0.01184438,0.001556566],"domain_scores_gemma":[0.8056716,0.1359713,0.0274091,0.004460993,0.02535025,0.001136844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001512303,0.0000343016,0.001132673,0.8869653,0.002619884,0.0001345351,0.001177872,0.0001494658,0.0002329408,0.001327859,0.003097487,0.1029764],"study_design_scores_gemma":[0.00005048127,0.0000620303,0.002311169,0.9729001,0.006691817,0.00009796649,0.000827808,0.00005555012,0.0001727256,0.0003534061,0.01645643,0.00002050988],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001988768,0.9889678,0.00098616,0.001455891,0.0004279213,0.00330096,0.001083001,0.0000277496,0.001761702],"genre_scores_gemma":[0.01918959,0.9687581,0.002952469,0.0009558147,0.0001452822,0.00658033,0.001090447,0.00002209629,0.0003059196],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07915871,"threshold_uncertainty_score":0.4186363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203001084","doi":"10.2478/ijhp-2021-0005","title":"Current practice of physical therapists in outpatient stroke rehabilitation: a cross-sectional survey in Baden-Württemberg and Thuringia / Arbeitsweise von Physiotherapeut*innen in der ambulanten Schlaganfallrehabilitation: eine Querschnittsumfrage in Baden-Württemberg und Thüringen","year":2021,"lang":"en","type":"article","venue":"International Journal of Health Professions","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Guideline; Medicine; German; Family medicine; Descriptive statistics; Task force; Rehabilitation; Cross-sectional study; Clinical Practice; Physical therapy; Geography","authors":[{"name":"Gudrun Diermayr","is_ca":false},{"name":"Maria Schomberg","is_ca":false},{"name":"Lisa-Sophia Barthelmes","is_ca":false},{"name":"Andrea Greisberger","is_ca":false},{"name":"Bernhard Elsner","is_ca":false},{"name":"Nancy M. Salbach","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.142243442393784,"gpt":0.5538299097873047,"spread":0.4115864673935208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002651232,0.0001865348,0.0006931346,0.004593637,0.0004996953,0.001324738,0.0005824563,0.0006755,0.001334091],"category_scores_gemma":[0.007408654,0.0003350296,0.0003409482,0.005840972,0.0006677817,0.0009057628,0.0008139159,0.0003807101,0.0002610907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002288672,"about_ca_system_score_gemma":0.001669562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03665211,"about_ca_topic_score_gemma":0.04889843,"domain_scores_codex":[0.9969293,0.0007335331,0.0007133689,0.00033226,0.0009377017,0.0003538326],"domain_scores_gemma":[0.992146,0.001767362,0.004618776,0.000127762,0.0005878457,0.0007522577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005773757,0.00006592756,0.9881066,0.0003187016,0.00005763123,0.0001354673,0.00409843,0.00003605497,0.0002575903,0.00005317426,0.0005122766,0.006300449],"study_design_scores_gemma":[0.000003927318,0.00004138314,0.9970547,0.00008537845,0.000009483889,0.00009915594,0.002354745,0.00003169668,0.00001735584,0.000004688861,0.0002933249,0.000004215291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969423,0.001890644,0.00002957784,0.0002681674,0.00000748687,0.00001966764,0.0004226916,0.000003467294,0.0004158375],"genre_scores_gemma":[0.9980091,0.001316732,0.00007699309,0.00009259512,0.000007300506,0.00003894731,0.000274512,0.000001836794,0.0001818665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03665211,"threshold_uncertainty_score":0.07287759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7115059841","doi":"10.2478/ijhp-2025-0015","title":"Virtual reality to promote road safety in older adults: Evaluation of a training-based preventive approach / Virtuelle Realität zur Förderung der Verkehrssicherheit bei älteren Erwachsenen: Evaluation eines trai-ningsbasierten präventiven Ansatzes","year":2025,"lang":"en","type":"article","venue":"International Journal of Health Professions","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Virtual reality; Cognition; Intervention (counseling); Test (biology); Health care; Human factors and ergonomics; Training (meteorology); Poison control","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1059669175806968,"gpt":0.4819520083603438,"spread":0.375985090779647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003492099,0.0006223969,0.0008943744,0.0004710619,0.0002904218,0.0005893779,0.0005630082,0.0006344609,0.002353378],"category_scores_gemma":[0.003059444,0.0003173472,0.001301259,0.0002743304,0.0003883787,0.0004562772,0.0006170398,0.000747282,0.0001813889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004297927,"about_ca_system_score_gemma":0.0008910606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001288235,"about_ca_topic_score_gemma":0.001881417,"domain_scores_codex":[0.9987077,0.0007426681,0.000153469,0.0001055511,0.0001759536,0.0001146736],"domain_scores_gemma":[0.9986243,0.0005484542,0.0001801489,0.00008448687,0.0002226215,0.0003400511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1188682,0.3413666,0.01910994,0.005660578,0.002437734,0.0001585567,0.002793692,0.002956983,0.01598014,0.0004264251,0.0009046336,0.4893366],"study_design_scores_gemma":[0.04823915,0.8692346,0.0684045,0.0006432378,0.002574926,0.0001015894,0.0008178187,0.00256575,0.004617361,0.0001446527,0.002588616,0.00006782076],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968525,0.0006584445,0.0003409408,0.00006872087,0.00003979847,0.001440721,0.00006359626,0.00001399051,0.0005213214],"genre_scores_gemma":[0.9874248,0.00214362,0.005531262,0.0001137952,0.0000729973,0.003870007,0.0001637863,0.000004866577,0.0006749789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003492099,"threshold_uncertainty_score":0.0184682,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405464797","doi":"10.2478/ijhp-2024-0011","title":"Interprofessional education’s readiness among Brazilian medical students / Interprofessionelle Bildung: Bereitschaft unter brasilianischen Medizinstudierenden","year":2024,"lang":"en","type":"article","venue":"International Journal of Health Professions","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"MacEwan University","funders":"","keywords":"Bachelor; Teamwork; Medical education; Curriculum; Interprofessional education; Health care; Psychology; Scale (ratio); Identity (music); Nursing; Medicine; Pedagogy; Political science","authors":[{"name":"Alexandra Secreti Prevedello","is_ca":false},{"name":"Fernanda dos Santos","is_ca":true},{"name":"Emilene Reisdorfer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02667974056449993,"gpt":0.5116313757195381,"spread":0.4849516351550381,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001562576,0.0001725857,0.0002290647,0.001092913,0.0009124011,0.000968774,0.0002879057,0.0003425319,0.002780306],"category_scores_gemma":[0.006170047,0.0002071941,0.0002577244,0.0007560282,0.0006102197,0.0004140692,0.001367452,0.0004379366,0.000284945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007854081,"about_ca_system_score_gemma":0.002389967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009283166,"about_ca_topic_score_gemma":0.01897482,"domain_scores_codex":[0.9989223,0.0002385809,0.00008989549,0.0001006484,0.00029124,0.0003573261],"domain_scores_gemma":[0.9964941,0.0006751766,0.001060563,0.000138402,0.0005309389,0.001100689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004154886,0.0002210286,0.9502761,0.00009467689,0.00002300328,0.0001848564,0.01754542,0.00005096424,0.001595161,0.0002386184,0.0002793778,0.0294493],"study_design_scores_gemma":[0.000005488088,0.000229532,0.9577247,0.0001543547,0.00001434534,0.0002753496,0.03814318,0.0001650823,0.0004862207,0.0001411932,0.002643641,0.00001702018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983719,0.0001576742,0.00006462228,0.0001900588,0.000004922427,0.00001663125,0.00003176926,0.000002650729,0.001159763],"genre_scores_gemma":[0.999599,0.00009895741,0.00006993728,0.00002772524,0.000001774301,0.000008652552,0.00002435016,6.984176e-7,0.0001688026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009283166,"threshold_uncertainty_score":0.01845825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413147776","doi":"10.2478/ijhp-2025-0007","title":"The role of theories and models in implementation science: An example of application in neurorehabilitation / Die Rolle von Theorien und Modellen in der Implementierungsforschung: ein Anwendungsbeispiel aus der Neurorehabilitation","year":2025,"lang":"en","type":"article","venue":"International Journal of Health Professions","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Universitätsklinikum Heidelberg; University of Toronto; Universität Heidelberg","keywords":"Neurorehabilitation; Cognitive science; Psychology; Rehabilitation; Neuroscience","authors":[{"name":"Maria Stadel","is_ca":false},{"name":"Gudrun Diermayr","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03028525498676294,"gpt":0.4713081532261156,"spread":0.4410228982393527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2146878,0.001953285,0.001935871,0.008045996,0.006256911,0.01904756,0.005422226,0.008122826,0.004310769],"category_scores_gemma":[0.1356043,0.001615938,0.003285882,0.005484654,0.05420491,0.02582638,0.01254981,0.01297685,0.0004507246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02201696,"about_ca_system_score_gemma":0.02252086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007886703,"about_ca_topic_score_gemma":0.006223469,"domain_scores_codex":[0.7693691,0.2109887,0.004155563,0.003475943,0.009753158,0.002257549],"domain_scores_gemma":[0.5976217,0.3650147,0.005363492,0.01943158,0.01042242,0.002146038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007943335,0.0004138786,0.002385652,0.0007956516,0.00009898603,0.0002686511,0.02632425,0.007593924,0.0002020922,0.9199523,0.001418373,0.04046684],"study_design_scores_gemma":[0.0001819632,0.0002982371,0.001341773,0.003118532,0.00009256963,0.0001991642,0.01781714,0.04272846,0.0006337955,0.9101723,0.02330894,0.000106939],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07137459,0.01185495,0.6903061,0.1473399,0.0009299041,0.001956614,0.0001391294,0.0004410786,0.07565777],"genre_scores_gemma":[0.6978179,0.002856463,0.2927768,0.002516545,0.0001269733,0.002191459,0.00006101969,0.0001212044,0.001531721],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2146878,"threshold_uncertainty_score":0.9684297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7106487809","doi":"10.2478/ijhp-2025-0010","title":"Interdisciplinary education in undergraduate health programs: A scoping review / Interdisziplinäre Ausbildung in den Gesundheitsberufen. Ein Scoping Review.","year":2025,"lang":"en","type":"article","venue":"International Journal of Health Professions","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Inclusion (mineral); Psychological intervention; Focus group; Intervention (counseling); Health care; Undergraduate education; Curriculum; Systematic review","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1327594545890867,"gpt":0.6074810832723536,"spread":0.4747216286832669,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01647072,0.001475643,0.003784514,0.02029796,0.001384079,0.00435108,0.00158979,0.002715813,0.004531606],"category_scores_gemma":[0.05616172,0.001225854,0.003644657,0.02235009,0.001353614,0.003828151,0.002788646,0.001812177,0.000599459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005831379,"about_ca_system_score_gemma":0.02128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009225731,"about_ca_topic_score_gemma":0.01898219,"domain_scores_codex":[0.988421,0.003882287,0.004338894,0.0006695478,0.002270126,0.0004181405],"domain_scores_gemma":[0.9553541,0.03260815,0.006227293,0.0007437172,0.004588265,0.0004784456],"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":[0.0001359639,0.00009605957,0.001357241,0.7521977,0.001067078,0.0001490378,0.001449556,0.0001742394,0.0001877427,0.00107635,0.004692324,0.2374167],"study_design_scores_gemma":[0.00002976278,0.00007496748,0.002621131,0.9725062,0.002348924,0.0001831513,0.0009330708,0.00004580481,0.0001082339,0.0002075332,0.02092874,0.00001237691],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008705117,0.9976647,0.000103471,0.0002727147,0.0001286558,0.0003074887,0.0001160096,0.000004548998,0.0005319561],"genre_scores_gemma":[0.00764485,0.9903579,0.0005654106,0.0002876719,0.00006523038,0.000739657,0.0001824767,0.000003959814,0.0001528913],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02029796,"threshold_uncertainty_score":0.08710659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}