{"id":"W2996698267","doi":"10.12927/hcq.2019.26013","title":"The Role of Coaches within Academic Medical Departments: Is There Value to Integrating This into Academic Mentorship Programs?","year":2019,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mentorship; Coaching; Medical education; Value (mathematics); Function (biology); Academic medicine; Psychology; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003412396,0.0003611165,0.0004722483,0.0001218873,0.0002568807,0.00003377422,0.001064471,0.0008134187,0.0003629593],"category_scores_gemma":[0.0001419449,0.0002507366,0.0001093116,0.0003792968,0.00009614493,0.0001102107,0.00008057978,0.002152649,0.001170415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003783126,"about_ca_system_score_gemma":0.0004511128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002364741,"about_ca_topic_score_gemma":0.0001523181,"domain_scores_codex":[0.9950925,0.0007105579,0.001321653,0.0007000999,0.001192695,0.0009825084],"domain_scores_gemma":[0.9976736,0.0004511744,0.0004888318,0.0006198159,0.0001221637,0.0006444058],"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":[0.0002133069,0.00008479846,0.1980154,0.0001855262,0.0001954668,0.000005344402,0.1975234,2.423656e-7,0.000427749,0.03876036,0.004126178,0.5604622],"study_design_scores_gemma":[0.002651898,0.005941085,0.01349965,0.003772602,0.0000967478,0.00008356004,0.3180369,0.0003012478,0.003407487,0.02381818,0.626821,0.001569709],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651487,0.005885055,0.00003568615,0.02052085,0.003630852,0.001504732,0.00001182447,0.0001628235,0.003099495],"genre_scores_gemma":[0.9937713,0.00007915287,0.0004121772,0.002066168,0.0003900282,0.0004409127,0.00002568018,0.00005562116,0.002758993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6226948,"threshold_uncertainty_score":0.9999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03109505676040706,"score_gpt":0.3596670518347707,"score_spread":0.3285719950743636,"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."}}