{"id":"W1966325892","doi":"10.1177/1740774512436615","title":"Clinician-trialist rounds: 9. Mentoring – part 3: the structure and function of effective mentoring: advice and protection","year":2012,"lang":"en","type":"article","venue":"Clinical Trials","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Advice (programming); Medical education; Medicine; Function (biology); Psychology; Family medicine; Computer science; Biology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02574195,0.000977688,0.00145895,0.0012845,0.003771747,0.003155488,0.001552689,0.01471173,0.09264199],"category_scores_gemma":[0.0826662,0.001411433,0.00178927,0.0004780295,0.001419086,0.002777885,0.002732249,0.009830682,0.07135647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002735184,"about_ca_system_score_gemma":0.006547809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002024128,"about_ca_topic_score_gemma":0.008361165,"domain_scores_codex":[0.9822499,0.01134998,0.001994167,0.000526983,0.002152258,0.001726534],"domain_scores_gemma":[0.9321327,0.03043831,0.007427715,0.004752865,0.01051543,0.01473292],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001705494,0.000336839,0.0007816512,0.0003115299,0.00002232466,0.000243293,0.000282685,0.000122995,0.0009397489,0.001782154,0.9307287,0.06274242],"study_design_scores_gemma":[0.002208799,0.00123917,0.008908481,0.0008941694,0.00003937655,0.000501157,0.0003031467,0.0008239532,0.001597395,0.008764699,0.9745403,0.0001793881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02050933,0.005694029,0.02748608,0.5866147,0.04266995,0.05083526,0.005434508,0.005790584,0.2549655],"genre_scores_gemma":[0.1025083,0.00445915,0.05225222,0.1894603,0.05359966,0.05523911,0.002516232,0.002033297,0.5379319],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9742581,"threshold_uncertainty_score":0.3099183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2285319964438864,"score_gpt":0.4749231828376965,"score_spread":0.2463911863938101,"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."}}