{"meta":{"query_hash":"39e8ba216852","filters":{"venue":"International Journal of Health Professions"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/39e8ba216852","api":"https://metacan.xera.ac/api/v1/cohort?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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.11680371150910648,"score_gpt":0.6361121402864884,"score_spread":0.5193084287773819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030581526","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.104540154,0.48140514,0.010538515,0.38420102,0.0052317353,0.012605476,0.00007637593,0.000034415043,0.001367192],"genre_scores_gemma":[0.82389355,0.16691293,0.0009580273,0.007034912,0.0003234802,0.00049110194,0.00016092561,0.00004475529,0.00018032752],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.991076,0.0034960243,0.0034318694,0.00027904453,0.0011957157,0.0005213265],"domain_scores_gemma":[0.9911203,0.0038296646,0.0024824862,0.00023489719,0.0022107775,0.00012187457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015685745,0.00019797157,0.000627462,0.0008789369,0.00082003337,0.000030907933,0.0004326173,0.00013767392,0.00040614977],"category_scores_gemma":[0.001943586,0.00015162842,0.00007451227,0.0009956211,0.00009078476,0.0006116831,0.00015191275,0.0011818485,0.000005210927],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007837898,0.0014413209,0.14919941,0.26926103,0.0004894336,0.000031864703,0.14103734,0.000023431927,0.00089789985,0.048465796,0.040712487,0.3476562],"study_design_scores_gemma":[0.0009611042,0.00012724537,0.016721576,0.96718806,0.000038010017,0.000010566182,0.01225962,0.00009447649,0.000067750116,0.0011497689,0.0012363433,0.0001455022],"about_ca_topic_score_codex":0.00019047505,"about_ca_topic_score_gemma":0.0010704785,"teacher_disagreement_score":0.7193534,"about_ca_system_score_codex":0.000917454,"about_ca_system_score_gemma":0.0043270136,"threshold_uncertainty_score":0.7675936},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.14224344239378398,"score_gpt":0.5538299097873047,"score_spread":0.4115864673935208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203001084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97567236,0.0037392585,0.00022612543,0.018609475,0.0008340104,0.0008207132,0.000054241053,0.000007935248,0.000035885634],"genre_scores_gemma":[0.9957755,0.0006711974,0.00234907,0.00074987166,0.00024111335,0.000052430285,0.00009386119,0.00003180549,0.00003513912],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9921768,0.0024172473,0.0034166728,0.0004512631,0.0011891419,0.00034893196],"domain_scores_gemma":[0.98844606,0.0077687697,0.0016224203,0.0002472888,0.0017587298,0.00015673679],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0061801854,0.00024193415,0.00073275,0.0008796925,0.000055569035,0.000040593124,0.00022108087,0.00014453422,0.00007092226],"category_scores_gemma":[0.010950058,0.0002226879,0.00014582797,0.0006957336,0.00012408743,0.00089552155,0.00014128204,0.0014494687,0.0000034679888],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023174093,0.0037451577,0.979907,0.00030713258,0.00014410177,0.00008801326,0.005730692,0.0009218189,0.000817055,0.00015848535,0.00007594734,0.005787223],"study_design_scores_gemma":[0.007452876,0.0007396123,0.98502964,0.0021784722,0.000020891563,0.000062574596,0.0021649331,0.00095338275,0.000068663845,0.0005701136,0.0006112298,0.00014763683],"about_ca_topic_score_codex":0.0012766052,"about_ca_topic_score_gemma":0.005484243,"teacher_disagreement_score":0.020103157,"about_ca_system_score_codex":0.0010054566,"about_ca_system_score_gemma":0.0017049849,"threshold_uncertainty_score":0.99738115},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.026679740564499933,"score_gpt":0.5116313757195381,"score_spread":0.48495163515503814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405464797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62472975,0.00549204,0.0057841917,0.20121121,0.15080698,0.002405552,0.0001407244,0.00037379764,0.009055756],"genre_scores_gemma":[0.9424975,0.000648832,0.0010265239,0.0151249105,0.0048192036,0.00042782404,0.00022307527,0.00013441648,0.035097722],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98592573,0.003234267,0.0043774107,0.00075606426,0.0047207633,0.0009857413],"domain_scores_gemma":[0.99141,0.0016772547,0.002062496,0.0005515905,0.0032241743,0.0010744839],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0074421098,0.0006136994,0.0010429003,0.0016763458,0.0015077551,0.00017879058,0.0032173397,0.00081872917,0.009418145],"category_scores_gemma":[0.0018327141,0.00044633434,0.00043185664,0.0010083348,0.00030149225,0.0014907784,0.001337192,0.0045606256,0.0009954371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011657106,0.002029159,0.33615592,0.0007585742,0.0010642839,0.00015717745,0.027919807,0.0000041470716,0.00039839654,0.014632769,0.57255226,0.04316178],"study_design_scores_gemma":[0.004973186,0.00075055886,0.29773828,0.09775536,0.00022043372,0.00038767312,0.1255862,0.0007246683,0.00016514567,0.010495822,0.45972025,0.0014824432],"about_ca_topic_score_codex":0.00049003714,"about_ca_topic_score_gemma":0.00081228843,"teacher_disagreement_score":0.31776774,"about_ca_system_score_codex":0.00167675,"about_ca_system_score_gemma":0.04063136,"threshold_uncertainty_score":0.99979883},"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universitätsklinikum Heidelberg; University of Toronto; Universität Heidelberg","keywords":"Neurorehabilitation; Cognitive science; Psychology; Rehabilitation; Neuroscience","score_opus":0.030285254986762936,"score_gpt":0.47130815322611563,"score_spread":0.4410228982393527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413147776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901069,0.00280754,0.0020621046,0.002928615,0.00084166334,0.0009772563,0.000017639775,0.0000040155537,0.00025430508],"genre_scores_gemma":[0.99890965,0.00023517614,0.00048513376,0.00019785008,0.00002612929,0.00011190988,0.00001543498,0.000008322935,0.000010406332],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99680704,0.0006278815,0.0015857427,0.0002576612,0.00043947418,0.0002822313],"domain_scores_gemma":[0.99767524,0.00071849825,0.00089944527,0.00020139769,0.00044141192,0.00006403199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041837255,0.00011257672,0.00025863378,0.00089809153,0.00014931933,0.00001739223,0.00038431791,0.0000612474,0.0000071935197],"category_scores_gemma":[0.00004740586,0.00008855838,0.00004151029,0.0006446919,0.00016000152,0.00059857976,0.000089404166,0.00025835572,1.8046136e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012207394,0.0009047891,0.31500226,0.00016138963,0.00004567851,0.0000012033398,0.094027214,0.0012549041,0.0012869575,0.37744635,0.000026076093,0.20862246],"study_design_scores_gemma":[0.002363123,0.00049370714,0.5228186,0.0002151424,0.000014081821,0.0000023618732,0.09653716,0.003945209,0.00018684416,0.37309337,0.0002509362,0.00007945934],"about_ca_topic_score_codex":0.014488247,"about_ca_topic_score_gemma":0.016813565,"teacher_disagreement_score":0.20854299,"about_ca_system_score_codex":0.00026865688,"about_ca_system_score_gemma":0.0007268577,"threshold_uncertainty_score":0.9920744},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.13275945458908667,"score_gpt":0.6074810832723536,"score_spread":0.47472162868326695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106487809","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009387892,0.38700542,0.0057008895,0.58340275,0.0060281185,0.006386098,0.000011959848,0.00002829187,0.0020485902],"genre_scores_gemma":[0.7664389,0.18787423,0.0040927446,0.035127904,0.00090099894,0.0010227232,0.0001428519,0.00007248231,0.0043271556],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9882168,0.0031698775,0.005315645,0.00051584607,0.0020674954,0.0007142915],"domain_scores_gemma":[0.99355346,0.0009641217,0.0026864735,0.0004938304,0.0019864177,0.00031569164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017896201,0.00028108127,0.0012236821,0.0021366805,0.00036104888,0.00018755019,0.0016586017,0.00010184995,0.0000868371],"category_scores_gemma":[0.0033970843,0.00021644733,0.00025884717,0.0025390855,0.00009584202,0.0013928239,0.0012489981,0.0011121432,0.000043004915],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005123718,0.0027366865,0.04674227,0.03483833,0.00012978596,0.00006976859,0.0043277694,0.000086494496,0.000021755566,0.003213619,0.14834367,0.7589775],"study_design_scores_gemma":[0.0007611532,0.00031995965,0.0069080056,0.9770466,0.00000865202,0.00006340605,0.004691056,0.00012868377,0.0000074845793,0.009497476,0.00039511407,0.00017238686],"about_ca_topic_score_codex":0.00006140249,"about_ca_topic_score_gemma":0.0050023957,"teacher_disagreement_score":0.9422083,"about_ca_system_score_codex":0.0017665068,"about_ca_system_score_gemma":0.018561618,"threshold_uncertainty_score":0.98700225},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.10596691758069678,"score_gpt":0.4819520083603438,"score_spread":0.37598509077964704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115059841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8828427,0.0036065078,0.04725065,0.047009937,0.0050081317,0.011610564,0.0003276963,0.000092929644,0.0022508819],"genre_scores_gemma":[0.9949754,0.00009398135,0.0023319253,0.00094507757,0.00030352827,0.00081222097,0.00013850175,0.000049082802,0.00035031277],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98393,0.007886527,0.00384633,0.0006817192,0.0028777428,0.00077765994],"domain_scores_gemma":[0.9889495,0.0010695799,0.0030067037,0.00045730657,0.0062759486,0.00024095748],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.020398721,0.00044017093,0.0011869927,0.0013591811,0.0007252149,0.000025395684,0.0008450351,0.00033846754,0.00016637804],"category_scores_gemma":[0.005068632,0.00037645086,0.00029533112,0.0009972154,0.00014147385,0.0005781567,0.0002889598,0.0013597045,0.000006721627],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048611932,0.00479654,0.09069848,0.0017544538,0.0024349615,0.00001129787,0.22414596,0.012224542,0.0003526361,0.0007616617,0.007897758,0.65006053],"study_design_scores_gemma":[0.018801725,0.00081147795,0.85707414,0.030327272,0.00053665694,0.0000045189004,0.044973124,0.043503594,0.000120683246,0.0023151925,0.0010677536,0.00046385013],"about_ca_topic_score_codex":0.0007453946,"about_ca_topic_score_gemma":0.0022298628,"teacher_disagreement_score":0.76637566,"about_ca_system_score_codex":0.0023420206,"about_ca_system_score_gemma":0.0077657527,"threshold_uncertainty_score":0.99986875},"labels":[],"label_agreement":null}]}