{"id":"W2973726023","doi":"10.3399/bjgpopen19x101656","title":"The effectiveness of a proven chronic disease prevention and screening intervention in diverse and remote primary care settings: an implementation study on the BETTER 2 Program","year":2019,"lang":"en","type":"article","venue":"BJGP Open","topic":"Diabetes Management and Education","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; University of Toronto; University of Alberta; Memorial University of Newfoundland","funders":"Health Canada; Ontario Ministry of Research and Innovation; Partenariat Canadien Contre Le Cancer; Ontario Institute for Cancer Research","keywords":"Intervention (counseling); Primary care; Medicine; Primary prevention; Chronic disease; Nursing; Medical education; Physical therapy; Family medicine; Disease; 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":[0.001153646,0.0000670441,0.0001010377,0.00004163673,0.00006896717,0.0000921384,0.00008622024,0.00001177344,0.000008444901],"category_scores_gemma":[0.00002147842,0.00004230353,0.00002066843,0.00007874589,0.00002168401,0.0002327924,0.0001551877,0.0000569838,0.000001143929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007142497,"about_ca_system_score_gemma":0.00002662494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000167798,"about_ca_topic_score_gemma":0.0001170049,"domain_scores_codex":[0.9991701,0.0003061204,0.0001354756,0.0001779766,0.0001167478,0.00009357087],"domain_scores_gemma":[0.999599,0.00006883238,0.0000917939,0.0001827565,0.00003162156,0.00002594466],"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":[0.0004735918,0.0002194669,0.4556455,0.0005233699,0.00003862331,5.178338e-7,0.0009065768,0.000001098034,0.0001110204,0.00002656612,0.00001427995,0.5420394],"study_design_scores_gemma":[0.002423338,0.001915114,0.9834551,0.0007799504,0.00009761674,1.119012e-7,0.01073082,0.0001989062,0.00008124793,0.0001105151,0.0001605862,0.00004673147],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910044,0.0001032353,0.00001037075,0.00023565,0.00003824408,0.008336674,0.000001944507,0.000008236339,0.0002612375],"genre_scores_gemma":[0.9994423,0.000006285887,0.00007756307,0.00003649715,0.00002023065,0.0002135321,0.0001185219,0.000007782927,0.00007726761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5419927,"threshold_uncertainty_score":0.1725088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02193341435413151,"score_gpt":0.3751522926104991,"score_spread":0.3532188782563676,"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."}}