{"id":"W4280508884","doi":"10.12688/mep.19152.1","title":"Rewards and recognition for Canadian distributed medical education preceptors: a qualitative analysis","year":2022,"lang":"en","type":"article","venue":"MedEdPublish","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Regional Municipality of Niagara; University of Alberta; University of Calgary","funders":"","keywords":"Thematic analysis; Preceptor; Qualitative research; Psychology; Medical education; Sociology; Medicine; Social science","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":[0.02182286,0.000635029,0.0008866413,0.004951772,0.02223433,0.007316826,0.003024543,0.001763874,0.004678104],"category_scores_gemma":[0.02840795,0.0007687097,0.0005434805,0.007847818,0.0113538,0.002635576,0.006127617,0.003254454,0.0003237363],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09908637,"about_ca_system_score_gemma":0.119322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8261173,"about_ca_topic_score_gemma":0.8592991,"domain_scores_codex":[0.9867609,0.005283815,0.0003996349,0.001018912,0.002805576,0.003731218],"domain_scores_gemma":[0.9728588,0.0148032,0.001314621,0.0005936805,0.006896785,0.00353309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003562437,0.00002563853,0.003903611,0.0002384675,0.000003001669,0.0002899172,0.9862056,0.00004756047,0.0003036015,0.002171004,0.001540018,0.005235882],"study_design_scores_gemma":[0.000002870436,0.000009945968,0.003190201,0.0002073735,0.000002940527,0.00003868958,0.9892782,0.00005400821,0.0001023428,0.0001618541,0.006938933,0.00001269124],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682156,0.001075632,0.002263168,0.007101181,0.0001365741,0.001321625,0.001514323,0.00003544522,0.01833645],"genre_scores_gemma":[0.9879189,0.001091851,0.002037968,0.001167365,0.00002056032,0.0008655122,0.0003849563,0.00003569865,0.006477048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9009136,"threshold_uncertainty_score":0.7189254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02588411220235868,"score_gpt":0.3853268126586043,"score_spread":0.3594427004562456,"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."}}