{"id":"W2777816273","doi":"10.1016/j.cjca.2017.11.002","title":"Facilitating Mentorship: The Canadian Cardiovascular Society Trainee Committee Experience","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of British Columbia","funders":"Canadian Cardiovascular Society","keywords":"Mentorship; Medicine; Character (mathematics); Poetry; Medical education; Charge (physics); Literature; Art","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002505813,0.0001753285,0.000466273,0.000111121,0.00163097,0.0001321197,0.001227894,0.0002442871,0.0001249559],"category_scores_gemma":[0.0006445936,0.0001342546,0.000558382,0.0000578963,0.00055156,0.00009961769,0.00002506527,0.0007093192,0.00004251406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005369796,"about_ca_system_score_gemma":0.001524687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2290027,"about_ca_topic_score_gemma":0.1426197,"domain_scores_codex":[0.99799,0.0003042137,0.0004161602,0.0002163286,0.0002277599,0.0008455351],"domain_scores_gemma":[0.9976084,0.0001721212,0.0002486514,0.0007628374,0.0001721863,0.001035846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002396553,0.000003226002,0.2162935,0.00002699082,0.005999831,0.001172172,0.1701153,0.001255553,0.00007030011,0.005532318,0.4844643,0.1150425],"study_design_scores_gemma":[0.0003910655,0.00003432158,0.07597435,0.00002180928,0.00006188966,0.0003119508,0.008865828,0.000003243784,0.00001013754,0.0001698826,0.9140009,0.0001546599],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6849599,0.01042816,0.002157519,0.01289652,0.03613348,0.0005376207,0.0001073053,0.00002297226,0.2527565],"genre_scores_gemma":[0.9965724,0.00002614211,0.0001817696,0.0004216598,0.001528553,0.00001758556,0.000002023985,0.00001572856,0.001234093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4295365,"threshold_uncertainty_score":0.9996688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06109098158912012,"score_gpt":0.3054912984267423,"score_spread":0.2444003168376222,"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."}}