{"id":"W4308924591","doi":"10.1016/j.jcjd.2022.09.034","title":"Diabetes Clinical Practice Leaders: Do They Have an Impact?","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York Central Hospital","funders":"","keywords":"Medicine; Diabetes mellitus; Clinical Practice; Intensive care medicine; Family medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.07650656,0.0008117162,0.001481349,0.003387515,0.01065082,0.02523572,0.004601469,0.01535026,0.05891193],"category_scores_gemma":[0.2855639,0.00150623,0.001400696,0.003403719,0.006655271,0.01590096,0.01290542,0.01632413,0.008423035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01286616,"about_ca_system_score_gemma":0.08272441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01741714,"about_ca_topic_score_gemma":0.05074662,"domain_scores_codex":[0.9052153,0.04321136,0.004658364,0.004772766,0.02284859,0.01929357],"domain_scores_gemma":[0.4383478,0.1168854,0.02966917,0.00634833,0.08831482,0.3204344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005137649,0.002085753,0.07815672,0.002346399,0.0005419855,0.0006938754,0.01628668,0.0001358999,0.0002022368,0.01711413,0.6044387,0.2774839],"study_design_scores_gemma":[0.00334914,0.001342831,0.1494004,0.0231766,0.001001868,0.0008740324,0.1396105,0.0005319864,0.0004898813,0.0273131,0.652402,0.0005077029],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01314894,0.008098603,0.0002804138,0.9451831,0.01108298,0.0001230238,0.0002165102,0.00005107172,0.02181534],"genre_scores_gemma":[0.379721,0.017931,0.003350649,0.5680318,0.01453637,0.0008860661,0.0004875642,0.0002260672,0.01482952],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07650656,"threshold_uncertainty_score":0.4046102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0810084384378131,"score_gpt":0.3851540246212549,"score_spread":0.3041455861834418,"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."}}