{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01041433,0.001616078,0.001236459,0.001958524,0.006398641,0.01904615,0.001669902,0.005235061,0.1249552],"category_scores_gemma":[0.05716646,0.0007747359,0.001247423,0.002340856,0.003860898,0.01689969,0.01112109,0.009923424,0.141624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001684056,"about_ca_system_score_gemma":0.005670631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001432186,"about_ca_topic_score_gemma":0.00314448,"domain_scores_codex":[0.9904399,0.004053681,0.0005079344,0.0004117034,0.003433729,0.001153028],"domain_scores_gemma":[0.9470252,0.006822135,0.002570777,0.004411337,0.008369782,0.03080078],"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":[0.00001170426,0.0001304586,0.0005531165,0.0001351492,0.00001088226,0.00004788639,0.0004871997,0.000029939,0.0001198289,0.001121609,0.8075703,0.1897819],"study_design_scores_gemma":[0.00003790671,0.0001410602,0.003009096,0.000894253,0.00001689708,0.0005499028,0.004283469,0.0001451622,0.0002828128,0.006808457,0.9837414,0.00008959824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.004247526,0.01931721,0.02038273,0.5864148,0.06826839,0.00117789,0.0009053977,0.01371829,0.2855677],"genre_scores_gemma":[0.07535733,0.0428803,0.07887949,0.2087394,0.05346104,0.003241667,0.001171794,0.008886187,0.5273827],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9895857,"threshold_uncertainty_score":0.4180168,"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."}}