{"id":"W2744832038","doi":"10.1001/jamacardio.2017.2543","title":"The Benefit Model for Prevention of Cardiovascular Disease","year":2017,"lang":"en","type":"article","venue":"JAMA Cardiology","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; Royal Victoria Regional Health Centre; McGill University Health Centre","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Neurology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00151135,0.0001045279,0.0004043812,0.00003825451,0.0007215355,0.000100348,0.0004960045,0.0001100938,0.000002071101],"category_scores_gemma":[0.00194574,0.00007321776,0.0005358364,0.00003104842,0.0001847076,0.0003353917,0.0002409712,0.00007752994,0.00001345595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001780456,"about_ca_system_score_gemma":0.00003249545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001301618,"about_ca_topic_score_gemma":0.00003290532,"domain_scores_codex":[0.9989616,0.00002491273,0.0002954027,0.0002155414,0.00009931356,0.0004032024],"domain_scores_gemma":[0.998426,0.0001114049,0.0002984884,0.0009019778,0.0002380496,0.00002409363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001873703,0.00001482703,0.005806924,0.0002605391,0.0006426277,0.000002597881,0.000007433255,0.2300843,0.000004529182,0.533481,0.1810686,0.04843926],"study_design_scores_gemma":[0.0003721051,0.000006966714,0.0163588,0.000007181456,0.0001317568,7.02857e-7,0.00001426798,0.2163149,1.886561e-7,0.05455979,0.7121685,0.00006483953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5010623,0.009537085,0.1560998,0.2212323,0.006827107,0.004078206,0.0001907206,0.0002489549,0.1007236],"genre_scores_gemma":[0.9946173,0.0002860086,0.0001095893,0.002263304,0.002201332,0.0001380263,0.00002624556,0.00001388179,0.0003442827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5310999,"threshold_uncertainty_score":0.5549541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05854096064917853,"score_gpt":0.3137191196522111,"score_spread":0.2551781590030326,"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."}}