{"id":"W4360620739","doi":"10.33137/utmj.v100i1.39215","title":"Canadian family medicine residency program survey of physical activity curriculum content","year":2023,"lang":"en","type":"article","venue":"University of Toronto Medical Journal","topic":"Physical Activity and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Curriculum; Referral; Family medicine; Medicine; Physical activity; Medical education; Psychology; Physical therapy; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000912105,0.0001282565,0.0007017474,0.0001023111,0.00016202,0.000003196061,0.0002643128,0.0001411067,0.0004713092],"category_scores_gemma":[0.0007753629,0.0001066856,0.0001626254,0.0002236425,0.0004009116,0.0002005132,0.00006671121,0.0005486354,0.00001415249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005927765,"about_ca_system_score_gemma":0.002404631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8388214,"about_ca_topic_score_gemma":0.5143902,"domain_scores_codex":[0.9978836,0.0002477641,0.000196589,0.0001813578,0.001093625,0.0003970868],"domain_scores_gemma":[0.997413,0.0002682286,0.0002045197,0.0001792348,0.0004592143,0.001475764],"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":[0.002015421,0.01312825,0.148981,0.0009696456,0.00110833,0.003216967,0.006765084,0.000004412146,0.008331316,0.002129406,0.1070638,0.7062864],"study_design_scores_gemma":[0.001959969,0.002657791,0.9889296,0.0005290383,0.0001002536,0.00003765924,0.00174329,0.001221603,0.00005165965,0.00007082778,0.002596989,0.0001013565],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861354,0.0001180434,0.00005053008,0.005345895,0.0001641112,0.0002329246,0.00002766236,0.00003949573,0.007885942],"genre_scores_gemma":[0.9985756,0.0006948139,0.00007438785,0.00008994467,0.0002369734,1.854577e-7,0.00001636385,0.000008027909,0.0003036991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8399486,"threshold_uncertainty_score":0.5160505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08522635943006818,"score_gpt":0.3381418277569339,"score_spread":0.2529154683268657,"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."}}