{"id":"W2003207602","doi":"10.1016/s1499-2671(06)02006-5","title":"Diabetes Practice: Assessment and Evolution","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Boniface Hospital","funders":"","keywords":"Medicine; Clinical Practice; Variety (cybernetics); Continuing education; Diabetes mellitus; Medical education; Family medicine; Artificial intelligence","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":[0.0123066,0.0002377395,0.0003643001,0.004589818,0.001346328,0.003600155,0.001255533,0.001699079,0.001630596],"category_scores_gemma":[0.04481391,0.0003044524,0.0003533793,0.006006115,0.001962431,0.005902165,0.002126507,0.001262389,0.0003404003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008124256,"about_ca_system_score_gemma":0.01133515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03385956,"about_ca_topic_score_gemma":0.07227135,"domain_scores_codex":[0.9921028,0.002941101,0.00110024,0.0004791062,0.002957203,0.0004196476],"domain_scores_gemma":[0.9615703,0.0128911,0.005421288,0.00128391,0.01606861,0.002764875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009369099,0.0003750777,0.714724,0.0003986124,0.00003241508,0.0001914158,0.007987419,0.0003447516,0.000145413,0.005264679,0.007962922,0.2624795],"study_design_scores_gemma":[0.0000224155,0.000191683,0.9160822,0.000939109,0.00003150053,0.001246932,0.02984403,0.002467053,0.0002244736,0.004719714,0.04417938,0.00005150716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7996988,0.0435952,0.003970006,0.09412286,0.0009949948,0.0003256637,0.001142081,0.0001463243,0.05600413],"genre_scores_gemma":[0.9763182,0.01501929,0.004129735,0.001590482,0.0002118098,0.00009362388,0.0004315694,0.00002013407,0.002185195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03385956,"threshold_uncertainty_score":0.06732494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008562756460708872,"score_gpt":0.2650459076022909,"score_spread":0.256483151141582,"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."}}