{"id":"W3178476784","doi":"10.1016/j.amjmed.2021.07.001","title":"Mentoring Minorities: Five Foundational Lessons","year":2021,"lang":"en","type":"article","venue":"The American Journal of Medicine","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"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":[],"consensus_categories":[],"category_scores_codex":[0.001340417,0.00008279357,0.0003662839,0.00006323917,0.0004192559,0.000003215962,0.0001814357,0.00001619745,0.0007521895],"category_scores_gemma":[0.0005199891,0.00004654236,0.0000563687,0.0002581574,0.000325867,0.00005378649,0.00004749064,0.0006722388,0.00002296748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001365584,"about_ca_system_score_gemma":0.0007152208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001241639,"about_ca_topic_score_gemma":0.00002588818,"domain_scores_codex":[0.9981092,0.0005383482,0.0005661552,0.0000817556,0.0004277009,0.0002768092],"domain_scores_gemma":[0.9976428,0.0008671548,0.0007848293,0.0001696972,0.0003611805,0.0001743914],"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":[0.001188453,0.0004252,0.05751455,0.0004831346,0.0006130076,0.0004303847,0.1721614,0.00006350267,0.005727197,0.04081276,0.3742707,0.3463097],"study_design_scores_gemma":[0.005498362,0.001203346,0.1920313,0.005041079,0.0002251976,0.0004871578,0.3848041,0.00004965955,0.00007352168,0.005426248,0.404927,0.0002330121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6799672,0.001620933,0.0006261244,0.309218,0.002231277,0.0001262638,0.000006398248,0.00001346327,0.006190378],"genre_scores_gemma":[0.9731508,0.001220715,0.0003267714,0.01485384,0.006291986,7.016725e-7,0.000004506855,0.00001241066,0.004138249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3460766,"threshold_uncertainty_score":0.8235947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0721904786024862,"score_gpt":0.4502519697656304,"score_spread":0.3780614911631441,"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."}}