{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008325989,0.001731986,0.001454312,0.001952288,0.0008265282,0.003768956,0.002211667,0.003105533,0.05427255],"category_scores_gemma":[0.02159537,0.0007147786,0.001990531,0.001641291,0.001801702,0.004701036,0.001951683,0.004142927,0.008688129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002747322,"about_ca_system_score_gemma":0.003416027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005511153,"about_ca_topic_score_gemma":0.004722646,"domain_scores_codex":[0.9928916,0.004835771,0.0001421635,0.0007260339,0.0008419905,0.0005624249],"domain_scores_gemma":[0.9923394,0.005449038,0.000537227,0.0006543944,0.0005350785,0.0004849963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008383383,0.0004690554,0.006319357,0.0006216085,0.0006401965,0.0002461659,0.0002217587,0.03147727,0.0001827417,0.7792752,0.06086725,0.118841],"study_design_scores_gemma":[0.0006358642,0.0004315586,0.003030481,0.0003920327,0.0005744749,0.0004041625,0.0001705041,0.07367396,0.0001594587,0.8612249,0.0592384,0.00006406099],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02833514,0.01517368,0.4687751,0.1037108,0.003820515,0.001479276,0.009533563,0.003057784,0.3661141],"genre_scores_gemma":[0.825011,0.01207417,0.05533612,0.008477544,0.002896859,0.001678034,0.001612148,0.0003008711,0.09261324],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05427255,"threshold_uncertainty_score":0.1815597,"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."}}