{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004115468,0.000443123,0.0004866818,0.002127001,0.005796074,0.003767938,0.001803872,0.001835531,0.01523775],"category_scores_gemma":[0.01182351,0.0002911646,0.001019263,0.003845679,0.001192051,0.001379853,0.002966743,0.002479972,0.001055842],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05199175,"about_ca_system_score_gemma":0.3274412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9834266,"about_ca_topic_score_gemma":0.9896034,"domain_scores_codex":[0.9945337,0.0009228652,0.0002180447,0.0001640644,0.001952998,0.002208367],"domain_scores_gemma":[0.9812935,0.0006916298,0.000573536,0.0002117708,0.005242791,0.01198673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001434214,0.0006503135,0.0820316,0.001227509,0.0001393028,0.0004848258,0.001626017,0.000739288,0.000297754,0.009256992,0.6139383,0.2894648],"study_design_scores_gemma":[0.0005126391,0.0003342057,0.4689677,0.002853581,0.00019993,0.0002960026,0.005893897,0.001473037,0.0002912082,0.004757465,0.5142544,0.0001659625],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.06349935,0.03001998,0.002963073,0.7256567,0.009001291,0.001046105,0.005903082,0.0007866024,0.1611238],"genre_scores_gemma":[0.6692842,0.06387812,0.03326345,0.1669838,0.003880617,0.001256088,0.007944603,0.0001607038,0.05334858],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9480082,"threshold_uncertainty_score":0.3772283,"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."}}