{"id":"W4381377649","doi":"10.2337/db23-564-p","title":"564-P: The Need for Mentorship in Diabetes Is Now","year":2023,"lang":"en","type":"article","venue":"Diabetes","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ste. Anne's Hospital","funders":"","keywords":"Mentorship; Medicine; Diabetes mellitus; Family medicine; Health care; Nursing; Medical education; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009739042,0.0001379912,0.0001925083,0.0003045102,0.003398138,0.003582276,0.0008835021,0.00149923,0.02272965],"category_scores_gemma":[0.02121393,0.0001225016,0.0003155539,0.0004359814,0.001846528,0.002146438,0.00290774,0.002703327,0.002137368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003660813,"about_ca_system_score_gemma":0.01864107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01992706,"about_ca_topic_score_gemma":0.04906834,"domain_scores_codex":[0.9946437,0.002533238,0.0002473425,0.000221857,0.001317625,0.001036158],"domain_scores_gemma":[0.9574637,0.00922774,0.003143946,0.0008886853,0.006536954,0.0227389],"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":[0.0003143358,0.000842752,0.173226,0.002230933,0.00004877533,0.001006938,0.03555369,0.0002065188,0.003495896,0.004061638,0.2156489,0.5633636],"study_design_scores_gemma":[0.0001022238,0.001150118,0.2997394,0.002933968,0.00007502623,0.002854685,0.1423672,0.0004446376,0.001015689,0.002697835,0.5465156,0.0001034718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.466578,0.008764164,0.003361904,0.4196413,0.003328947,0.000614593,0.0005674006,0.0003700989,0.0967735],"genre_scores_gemma":[0.9349384,0.005111278,0.005747745,0.03087616,0.000825767,0.000298642,0.0003477076,0.00005442193,0.02179983],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02272965,"threshold_uncertainty_score":0.0760383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08378058280327781,"score_gpt":0.4029693242909496,"score_spread":0.3191887414876718,"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."}}