{"id":"W1974104757","doi":"10.1177/1740774512440343","title":"Clinician-trialist rounds: 10. Mentoring – part 4: attributes of an effective mentor","year":2012,"lang":"en","type":"article","venue":"Clinical Trials","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medical education; Psychology; Medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.07058513,0.0003105855,0.001839747,0.0001007316,0.0001078798,0.00003942834,0.0004587724,0.0005735794,0.003869664],"category_scores_gemma":[0.0245655,0.0002540214,0.0005660803,0.0002265792,0.0001630531,0.0002397154,0.000138839,0.0004890125,0.0009714566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001201792,"about_ca_system_score_gemma":0.00006376787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004136776,"about_ca_topic_score_gemma":9.444861e-7,"domain_scores_codex":[0.9867852,0.007101439,0.004088853,0.0006405274,0.000473196,0.0009107798],"domain_scores_gemma":[0.9811621,0.01567835,0.001628647,0.0007207379,0.0001207794,0.0006893327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005573261,0.006347872,0.1723483,0.0001263933,0.003598598,0.00001603296,0.005373722,0.000002847202,0.000925848,0.01107329,0.2417276,0.5528862],"study_design_scores_gemma":[0.007345725,0.0008947983,0.04052914,0.0001669461,0.000380747,0.000002461341,0.0005715499,0.00000254505,0.002085161,0.0004562091,0.9471346,0.0004301452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8719543,0.002480717,0.0002069636,0.00045274,0.09655097,0.002356947,0.0001451827,0.0002321892,0.02562],"genre_scores_gemma":[0.9257534,0.0002819472,0.001319746,0.0005255798,0.0352637,0.0006837876,0.0001540311,0.0001013199,0.03591653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.705407,"threshold_uncertainty_score":0.9999912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4499355550358007,"score_gpt":0.5620555969622699,"score_spread":0.1121200419264692,"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."}}