{"id":"W2145795398","doi":"10.1001/jama.297.19.2134","title":"Academic Mentoring—How to Give It and How to Get It","year":2007,"lang":"en","type":"article","venue":"JAMA","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":168,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Medical education; MEDLINE","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":[],"consensus_categories":[],"category_scores_codex":[0.001325325,0.0001863576,0.0001964163,0.0001719538,0.00008043145,0.00006321775,0.000274035,0.0002892433,0.0002690842],"category_scores_gemma":[0.0003044043,0.0001789635,0.00002774917,0.0002236633,0.00001931973,0.00008843029,0.000160768,0.0004796142,0.0006425451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001377313,"about_ca_system_score_gemma":0.00001773891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002978376,"about_ca_topic_score_gemma":0.00000697936,"domain_scores_codex":[0.9982786,0.000042218,0.0001954103,0.000478447,0.0003016101,0.0007036798],"domain_scores_gemma":[0.9989682,0.0001572553,0.00006885544,0.0002445659,0.00004736764,0.0005137764],"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":[0.00008707705,0.00001919091,0.007744574,0.0000142971,0.0000547065,0.00003431532,0.01970515,5.761692e-7,0.003289233,0.000948648,0.8540452,0.1140571],"study_design_scores_gemma":[0.0006220757,0.00008387977,0.03487922,0.00007359438,0.00001042229,0.00001363388,0.002929544,7.279112e-7,0.002512521,0.00005730148,0.9585866,0.0002305345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7327597,0.0003421583,0.001754982,0.1885176,0.005830424,0.0005706898,0.0000134773,0.0001303894,0.07008059],"genre_scores_gemma":[0.6683005,0.0000527243,0.002518943,0.01358511,0.002053505,0.00008654797,0.000006062166,0.00003888833,0.3133577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2432771,"threshold_uncertainty_score":0.8258832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04036214855431609,"score_gpt":0.3415405609660589,"score_spread":0.3011784124117429,"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."}}