{"id":"W2905039629","doi":"10.36834/cmej.42973","title":"Implementation of a university faculty mentorship program","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Memorial University of Newfoundland; Western University","funders":"","keywords":"Mentorship; Medical education; Officer; Medicine; Faculty development; Professional development; Political science","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":[0.04754405,0.00063903,0.0002619445,0.001410941,0.003942359,0.003357355,0.004630479,0.002396642,0.007699311],"category_scores_gemma":[0.04030638,0.0004883743,0.0007738324,0.0007026159,0.001081878,0.00187245,0.006235846,0.003360486,0.001391327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005668886,"about_ca_system_score_gemma":0.05865596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004503756,"about_ca_topic_score_gemma":0.006752898,"domain_scores_codex":[0.9714925,0.01459806,0.001519607,0.001319609,0.005839745,0.005230594],"domain_scores_gemma":[0.9406922,0.007143848,0.005124326,0.004922011,0.01403611,0.02808145],"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":[0.0007551235,0.02019602,0.04147053,0.001011031,0.0001392408,0.0007720008,0.00656007,0.005337224,0.007264476,0.003117437,0.02047148,0.8929054],"study_design_scores_gemma":[0.004161081,0.06563903,0.4619923,0.002298529,0.0003531152,0.002061296,0.02566304,0.01499863,0.04348757,0.002714017,0.3761185,0.0005129091],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7910717,0.0008032509,0.06821104,0.04138703,0.002198963,0.03981274,0.0004641394,0.004017958,0.05203322],"genre_scores_gemma":[0.8383791,0.0004082036,0.1266065,0.00554445,0.0005565818,0.01001945,0.0004012921,0.0001651333,0.01791923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04754405,"threshold_uncertainty_score":0.25144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03695925059799113,"score_gpt":0.4006257017922934,"score_spread":0.3636664511943022,"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."}}