{"id":"W2049352739","doi":"10.12927/hcq.2011.22152","title":"Opportunities to Improve Diabetes Prevention and Care in Canada","year":2011,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Diabetes mellitus; Best practice; Medicine; Business; Diabetes management; Environmental health; Type 2 diabetes; Family medicine; Nursing; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003360574,0.0001907931,0.0003974906,0.0001711167,0.0003366844,0.000005410619,0.0001386207,0.0001416368,0.0001894486],"category_scores_gemma":[0.00002102046,0.0001857703,0.00002996633,0.0001124503,0.00001990766,0.0001588894,0.00004001428,0.0004718046,0.00003052396],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002089111,"about_ca_system_score_gemma":0.01382761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9327335,"about_ca_topic_score_gemma":0.9954381,"domain_scores_codex":[0.9973891,0.0004714869,0.0007028195,0.0003499991,0.000213824,0.0008727507],"domain_scores_gemma":[0.9986614,0.0001545731,0.0001525964,0.000331117,0.0001930457,0.0005072808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009663887,0.00001894663,0.5001225,0.002501217,0.00001038969,0.00003617422,0.07219338,2.510347e-8,0.00001551782,0.001592663,0.0077828,0.4156297],"study_design_scores_gemma":[0.0009191023,0.001977706,0.7578657,0.000383401,0.00001246963,0.000001090023,0.1923838,0.000003889869,0.00001848327,0.001119483,0.04493621,0.0003787419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717492,0.001637172,0.000007584849,0.01506989,0.001447465,0.001567241,0.0001225065,0.00006997414,0.008328989],"genre_scores_gemma":[0.9739415,0.0000872181,0.0002962697,0.02437996,0.0001446123,0.0004193104,0.00003631973,0.00002908172,0.0006657334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4152509,"threshold_uncertainty_score":0.9917631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08174472165447808,"score_gpt":0.3643167148423078,"score_spread":0.2825719931878298,"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."}}