{"id":"W4392453661","doi":"10.32920/25343251.v1","title":"Transforming Health: Made-in-Ontario solutions for diabetes care","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Health care; Medicine; Political science; Endocrinology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00234056,0.0005423328,0.0002432187,0.0009623446,0.008815859,0.009589899,0.001062083,0.002516956,0.08947872],"category_scores_gemma":[0.006472734,0.0004361926,0.0006104404,0.002855813,0.003017834,0.003299027,0.004489947,0.002425,0.01741674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04495068,"about_ca_system_score_gemma":0.09109183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9174832,"about_ca_topic_score_gemma":0.9757032,"domain_scores_codex":[0.9973538,0.0002250539,0.00004624424,0.0001357696,0.001511412,0.0007277812],"domain_scores_gemma":[0.9939296,0.0003931873,0.0001566324,0.0003481088,0.001623992,0.003548473],"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":[0.00002636449,0.00002867587,0.002096885,0.00008870709,0.000006404543,0.0001226343,0.002010776,0.00008080548,0.0002766602,0.01594104,0.9351502,0.04417076],"study_design_scores_gemma":[0.00001588432,0.00000686267,0.002925486,0.00006499822,0.000005648304,0.00002666341,0.002500247,0.0001442732,0.0001467291,0.00192186,0.9922264,0.00001491252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01149612,0.00344921,0.004797992,0.2407085,0.005879411,0.000270728,0.007715924,0.002427206,0.7232548],"genre_scores_gemma":[0.1118635,0.009827022,0.02146404,0.02054055,0.001436712,0.0002145717,0.008082763,0.001609501,0.8249614],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08947872,"threshold_uncertainty_score":0.3261415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1187539270949076,"score_gpt":0.4335195782189812,"score_spread":0.3147656511240736,"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."}}