{"id":"W2410712615","doi":"","title":"Are nonphysician health care providers prepared and supported to teach in family medicine?","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Preparedness; Medical education; Medicine; Health care; Nursing; Psychology; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002418722,0.0001117458,0.0001473251,0.0003114381,0.001264603,0.0009621672,0.0005993776,0.001032821,0.004456213],"category_scores_gemma":[0.01987921,0.0002168598,0.0001834208,0.0004195201,0.000858487,0.001419575,0.001024199,0.0009262167,0.0002939583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002629676,"about_ca_system_score_gemma":0.007422661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02716322,"about_ca_topic_score_gemma":0.04837992,"domain_scores_codex":[0.9981405,0.0006203374,0.0001181477,0.0001391557,0.0003753265,0.0006065744],"domain_scores_gemma":[0.9859758,0.003199967,0.005585261,0.0002104966,0.001118937,0.003909509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006946764,0.0001365078,0.9374695,0.0002892631,0.00002687217,0.0005575925,0.01296717,0.00007758371,0.0003122666,0.0001693789,0.005089314,0.04283512],"study_design_scores_gemma":[0.0000139732,0.0001685189,0.9336368,0.0007267387,0.00001694458,0.001143983,0.05614073,0.0001867231,0.0001651301,0.0002090372,0.007574684,0.00001681322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770746,0.002367519,0.0001114364,0.01744569,0.0001131,0.00003374509,0.0001718243,0.000006517299,0.002675581],"genre_scores_gemma":[0.9965132,0.001155343,0.0002131381,0.001677274,0.00004669926,0.00002512487,0.00007256924,0.00000203696,0.0002947571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02716322,"threshold_uncertainty_score":0.05401021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0502372326514532,"score_gpt":0.3420731836595153,"score_spread":0.2918359510080621,"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."}}