{"id":"W2108168714","doi":"","title":"Who are your patients with diabetes?: EMR case definitions in the Canadian primary care setting.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Diabetes Management and Education","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital","funders":"","keywords":"Primary care; Medicine; Diabetes mellitus; Affect (linguistics); Quality (philosophy); Intensive care medicine; Family medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001674666,0.0005350683,0.0002397504,0.003015282,0.003410436,0.0009174222,0.002669408,0.0009854715,0.003625156],"category_scores_gemma":[0.005920294,0.0002442468,0.0003510801,0.004956767,0.001046384,0.0008748978,0.001760259,0.001078257,0.0004199146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02598141,"about_ca_system_score_gemma":0.02651669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9641306,"about_ca_topic_score_gemma":0.9804043,"domain_scores_codex":[0.9982201,0.0001573752,0.0002219087,0.0001610826,0.0007168544,0.0005225856],"domain_scores_gemma":[0.997122,0.0002226753,0.0006248735,0.0001006435,0.001146337,0.0007834053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002063264,0.0001418933,0.8391443,0.0004465044,0.00003915408,0.007371505,0.005480687,0.0004853934,0.0006127848,0.005248212,0.09918077,0.04164241],"study_design_scores_gemma":[0.00002135202,0.00003341291,0.9644496,0.0004077886,0.00002778666,0.008164287,0.008473366,0.0006653118,0.0001235319,0.0004322373,0.01715143,0.00004987861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.818968,0.01534624,0.002356417,0.02629632,0.0004611358,0.001991339,0.03193609,0.0001870043,0.1024575],"genre_scores_gemma":[0.9790756,0.004265005,0.00406235,0.00336924,0.00009652365,0.0002455532,0.005766198,0.00003391205,0.003085624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03586942,"threshold_uncertainty_score":0.1885092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02920588070979789,"score_gpt":0.2100467657379175,"score_spread":0.1808408850281196,"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."}}