{"id":"W2228802646","doi":"10.36834/cmej.36726","title":"Preceptor engagement in distributed medical school campuses","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Regional Municipality of Waterloo","funders":"","keywords":"Preceptor; Thematic analysis; Medical education; Community engagement; Student engagement; Medicine; Qualitative research; Psychology; Political science; Sociology; Public relations","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007538981,0.0002151504,0.000395391,0.001017961,0.005641807,0.00523029,0.001716504,0.001068199,0.01419826],"category_scores_gemma":[0.02413548,0.0003330853,0.0002528076,0.0009445173,0.002970552,0.002105669,0.009055619,0.002185645,0.001087576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004564981,"about_ca_system_score_gemma":0.009578167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006740784,"about_ca_topic_score_gemma":0.01630778,"domain_scores_codex":[0.9868698,0.00724246,0.0003852185,0.0008834025,0.001849893,0.002769447],"domain_scores_gemma":[0.9506358,0.01503345,0.003771841,0.00147862,0.002769832,0.02631036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004326577,0.001494744,0.2407177,0.0006028185,0.00005494933,0.002003227,0.6163656,0.0003861062,0.002254685,0.003072153,0.01029208,0.1223234],"study_design_scores_gemma":[0.0001166827,0.001048941,0.1462035,0.0003734234,0.00002558028,0.0009567372,0.7990475,0.000585617,0.0007540598,0.001643866,0.04919089,0.00005316882],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884655,0.0002192356,0.0009114211,0.002446162,0.00004526284,0.0001006879,0.00005329208,0.00003111501,0.007727289],"genre_scores_gemma":[0.9966155,0.0001320123,0.0004327378,0.0005095048,0.00002823248,0.00004709761,0.00004444227,0.00001271766,0.002177779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01419826,"threshold_uncertainty_score":0.04749787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353886096198849,"score_gpt":0.34764130300837,"score_spread":0.3241024420463815,"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."}}