{"id":"W4384297186","doi":"10.46747/cfp.6907452","title":"Family medicine drives improvement in diabetes care","year":2023,"lang":"en","type":"letter","venue":"Canadian Family Physician","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guideline; Diabetes mellitus; Value (mathematics); Alternative medicine; Family medicine; Medicine; Computer science; Medical education; Endocrinology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01170218,0.000783755,0.001390914,0.001419269,0.01560263,0.008963724,0.002712804,0.04712483,0.02552871],"category_scores_gemma":[0.06557455,0.0007906815,0.001096857,0.001611716,0.01337301,0.009181461,0.005000426,0.05383646,0.008990219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03359083,"about_ca_system_score_gemma":0.05487434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2249996,"about_ca_topic_score_gemma":0.4147715,"domain_scores_codex":[0.9832891,0.003646082,0.0008979313,0.001148127,0.008255031,0.002763809],"domain_scores_gemma":[0.9231324,0.02438871,0.004154087,0.00154614,0.0212567,0.02552202],"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":[0.0000134291,0.0000196705,0.0002600757,0.00006088801,0.000006825408,0.0001787144,0.0001584394,0.00001411223,0.00002734306,0.003079337,0.9884986,0.007682489],"study_design_scores_gemma":[0.00007524319,0.00003942459,0.001459946,0.0008998151,0.00001656794,0.0005239996,0.0008588823,0.0001178071,0.00006517285,0.007046331,0.988842,0.00005475818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.00005536035,0.002104252,0.00001960509,0.9892346,0.006973206,0.000002241305,0.00001042698,0.000007565842,0.001592772],"genre_scores_gemma":[0.002952999,0.003116491,0.0001855247,0.9684489,0.02242214,0.000009064923,0.00001705852,0.00002073919,0.002827066],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2249996,"threshold_uncertainty_score":0.4473799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01788538787423952,"score_gpt":0.234583023894352,"score_spread":0.2166976360201125,"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."}}