{"id":"W1501022857","doi":"10.1186/s13012-015-0299-9","title":"Developing clinical decision tools to implement chronic disease prevention and screening in primary care: the BETTER 2 program (building on existing tools to improve chronic disease prevention and screening in primary care)","year":2015,"lang":"en","type":"article","venue":"Implementation Science","topic":"Diabetes Management and Education","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Northwest Territories; Ontario Institute for Cancer Research; Memorial University of Newfoundland; University of Toronto; Covenant Health; Grey Nuns Community Hospital; University of Alberta","funders":"Health Canada; Ontario Ministry of Research and Innovation; Partenariat Canadien Contre Le Cancer; Ontario Institute for Cancer Research","keywords":"Medicine; Health administration; Primary care; Disease; Health informatics; Primary prevention; Public health; Health services research; Clinical decision support system; Family medicine; Chronic disease; Health care; Medical emergency; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003243653,0.0002439556,0.0002796463,0.0005315135,0.0003176182,0.0005418682,0.0002451789,0.00003527361,0.000009351799],"category_scores_gemma":[0.0005913918,0.0002157149,0.00005952799,0.001028249,0.0001000856,0.001267356,0.0005023231,0.0001887939,0.00000380967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001781565,"about_ca_system_score_gemma":0.001526266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006081188,"about_ca_topic_score_gemma":0.0002213327,"domain_scores_codex":[0.9964095,0.0001576522,0.0009314385,0.000907311,0.000935722,0.000658366],"domain_scores_gemma":[0.9983994,0.0002340518,0.0002562606,0.0003717992,0.0002158987,0.0005225412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002305167,0.00005515196,0.2053123,0.0002244175,0.000008178352,0.000003891932,0.0009779942,0.0001434888,0.0003169174,0.0001187908,0.00005572232,0.7925526],"study_design_scores_gemma":[0.003214467,0.0009794948,0.9881402,0.001432675,0.00007614292,7.491858e-7,0.002750521,0.0007293628,0.0002213283,0.0002050499,0.001981144,0.0002688903],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722862,0.0004102225,0.02007125,0.001714221,0.0002679536,0.005090553,0.00001477472,0.0000488774,0.00009598816],"genre_scores_gemma":[0.9460344,0.00003517674,0.05127522,0.001233325,0.0002595953,0.0007950325,0.0003198705,0.00002335429,0.00002405683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7922838,"threshold_uncertainty_score":0.87966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1718824750255354,"score_gpt":0.4986171394374678,"score_spread":0.3267346644119323,"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."}}