{"id":"W3134994971","doi":"10.1080/09593985.2021.1895387","title":"Augmented behavioral medicine competencies in physical therapy students’ clinical reasoning with a targeted curriculum: a final-semester cohort-comparison study","year":2021,"lang":"en","type":"article","venue":"Physiotherapy Theory and Practice","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Curriculum; Cohort; Medical education; Medicine; Physical therapy education; Physical therapy; Psychology; Physical therapist; Pedagogy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002541315,0.0007229514,0.0007409846,0.00105063,0.001053543,0.001206042,0.0007537769,0.001019553,0.002864431],"category_scores_gemma":[0.003394603,0.000464691,0.001143432,0.0004443071,0.0005343228,0.0007955544,0.001397384,0.001311993,0.0008444167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001188976,"about_ca_system_score_gemma":0.001661414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007278207,"about_ca_topic_score_gemma":0.006890564,"domain_scores_codex":[0.9986136,0.0002253782,0.0001272519,0.0003101283,0.0003203802,0.0004033128],"domain_scores_gemma":[0.9967179,0.0003887023,0.0004866305,0.0003063616,0.0007405716,0.001359728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01053311,0.05676526,0.8850756,0.000101248,0.0003426522,0.0004672837,0.00551316,0.0001823234,0.004188762,0.00009144361,0.0008017481,0.03593742],"study_design_scores_gemma":[0.0006426889,0.03524575,0.9571774,0.00002542144,0.0001163558,0.0001925815,0.003797367,0.0003108497,0.00139133,0.00002868004,0.001043071,0.00002848671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997328,0.00002061609,0.00002908034,0.000007249156,0.00000896915,0.00005496063,0.00003913165,0.000002092465,0.000105083],"genre_scores_gemma":[0.9986458,0.00003071154,0.0001081955,0.00003022987,0.000009987833,0.0001107931,0.0001939323,0.000002579942,0.0008677369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007278207,"threshold_uncertainty_score":0.01447171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06256641617932189,"score_gpt":0.4830603475245219,"score_spread":0.4204939313452,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}