{"id":"W3171581829","doi":"10.36834/cmej.71304","title":"The impact of urban-based family medicine postgraduate rotations on rural preceptors/teachers","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Preceptor; Rural area; Psychology; Family medicine; Medical education; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001922656,0.000117646,0.0001192494,0.00042152,0.001544222,0.0008807493,0.0003659324,0.0002783835,0.00628473],"category_scores_gemma":[0.009128178,0.00009003348,0.0001341872,0.0004836586,0.001076699,0.0003493841,0.001315271,0.0005060508,0.0002988404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003105421,"about_ca_system_score_gemma":0.00785214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05988069,"about_ca_topic_score_gemma":0.1878067,"domain_scores_codex":[0.9978207,0.000818986,0.00005087696,0.00006586379,0.0005262624,0.0007172936],"domain_scores_gemma":[0.9894704,0.002455394,0.002151907,0.0001087671,0.001192948,0.004620506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003469829,0.0006242644,0.8341573,0.0005461224,0.00004854286,0.001255646,0.04951464,0.0002353754,0.001426403,0.0004804853,0.00925313,0.1021112],"study_design_scores_gemma":[0.00001463549,0.0003647089,0.9262325,0.0001386193,0.00001166598,0.0003603426,0.06698963,0.00004315991,0.0001366806,0.0000693259,0.005627836,0.00001086412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992745,0.000326472,0.00002712626,0.001749635,0.00002215054,0.00001806258,0.00008556192,0.00000335355,0.005022671],"genre_scores_gemma":[0.9986295,0.0003208323,0.00005266885,0.0002641683,0.00001876463,0.000008327224,0.00003828333,0.000001443623,0.0006660233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05988069,"threshold_uncertainty_score":0.1190643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03849140779524335,"score_gpt":0.4577578765027788,"score_spread":0.4192664687075355,"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."}}