{"id":"W2344483914","doi":"10.1177/2374289515598542","title":"Academic Mentorship Builds a Pathology Community","year":2015,"lang":"en","type":"article","venue":"Academic Pathology","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Mentorship; Medical education; Transparency (behavior); Quality (philosophy); Medicine; Psychology; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022365,0.001189637,0.001036541,0.006143577,0.01507642,0.0255014,0.003254212,0.004290198,0.02487273],"category_scores_gemma":[0.03888921,0.0008062092,0.001209567,0.001905129,0.01537276,0.01347953,0.04768903,0.00935122,0.01057194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004396186,"about_ca_system_score_gemma":0.02088991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009643511,"about_ca_topic_score_gemma":0.002028142,"domain_scores_codex":[0.9767072,0.01156574,0.0005157736,0.001550052,0.007606559,0.002054649],"domain_scores_gemma":[0.9100036,0.01079051,0.00441644,0.00626242,0.01239307,0.05613385],"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":[0.0001699086,0.001350282,0.009916007,0.0006607746,0.0001904622,0.003105675,0.05506954,0.0008408401,0.002869998,0.2485971,0.2348689,0.4423606],"study_design_scores_gemma":[0.00005456366,0.0002455937,0.002836417,0.0006205797,0.00003689213,0.001314236,0.01392531,0.000419904,0.000515849,0.05483161,0.9251167,0.00008230684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07990761,0.01114607,0.06907152,0.3307724,0.01393654,0.0008027721,0.0002225998,0.003897404,0.490243],"genre_scores_gemma":[0.6724021,0.01048861,0.0500428,0.03984156,0.01199405,0.0006636774,0.0003843452,0.001906938,0.212276],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0255014,"threshold_uncertainty_score":0.1182789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1376846526187305,"score_gpt":0.3868695259643903,"score_spread":0.2491848733456598,"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."}}