{"id":"W1974281413","doi":"10.1016/s1499-2671(11)53009-6","title":"Primary Care Physician Referral Patterns to Diabetes Education Programs in Southern Ontario, Canada","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trillium Health Centre; University of Waterloo; Toronto Metropolitan University","funders":"","keywords":"Referral; Medicine; Family medicine; Outreach; Primary care; Diabetes mellitus; Primary care physician","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006646443,0.000316646,0.0005232854,0.00181068,0.005693574,0.002028825,0.001719416,0.0008183327,0.004513907],"category_scores_gemma":[0.004057454,0.0006182725,0.0006618895,0.005701416,0.001262378,0.0006898699,0.001400989,0.0009145332,0.0003430937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05464539,"about_ca_system_score_gemma":0.06856003,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968756,"about_ca_topic_score_gemma":0.9990485,"domain_scores_codex":[0.9979663,0.0001679922,0.0001846373,0.0002650951,0.0006749354,0.0007411047],"domain_scores_gemma":[0.9939428,0.0004588293,0.001215013,0.00007503245,0.002276589,0.002031741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001319368,0.00008683994,0.9842058,0.00009671116,0.0000491731,0.0004668801,0.005818638,0.0001407414,0.0002574799,0.000219334,0.00324353,0.005282887],"study_design_scores_gemma":[0.00002008542,0.00002886514,0.9902265,0.00007971213,0.00002094302,0.0001396198,0.008158674,0.0002005955,0.00004145769,0.00002721824,0.001041405,0.00001489354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892754,0.001010169,0.00005833001,0.001840134,0.0000274552,0.00007726262,0.002564567,0.00001925561,0.005127388],"genre_scores_gemma":[0.9963081,0.0005992209,0.000148673,0.000440009,0.000012502,0.00003051897,0.0006175094,0.000009720397,0.001833819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05464539,"threshold_uncertainty_score":0.3964819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02452105674811115,"score_gpt":0.2107942597393303,"score_spread":0.1862732029912192,"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."}}