{"id":"W2087776860","doi":"10.1046/j.1369-6513.2002.00148.x","title":"Using disease risk estimates to guide risk factor interventions: field test of a patient workbook for self‐assessing coronary risk","year":2002,"lang":"en","type":"article","venue":"Health Expectations","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dartmouth General Hospital; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"Institute for Clinical Evaluative Sciences","keywords":"Workbook; Helpfulness; Medicine; Psychological intervention; Family medicine; Test (biology); Psychology; Nursing; Social psychology","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":[0.0001629759,0.0001712108,0.0003668575,0.0003503288,0.0006309399,0.00003975258,0.00008880145,0.00006105512,0.0003011488],"category_scores_gemma":[0.005259315,0.0001659651,0.0003011979,0.0004093505,0.00004742431,0.0001590068,0.00005939787,0.0002925888,0.00003641359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003786972,"about_ca_system_score_gemma":0.0002981999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006441643,"about_ca_topic_score_gemma":0.00002063319,"domain_scores_codex":[0.9979129,0.0001863786,0.0008091106,0.0003445109,0.000344416,0.0004026774],"domain_scores_gemma":[0.9962794,0.001833454,0.0004995711,0.0004107597,0.0004050825,0.0005717917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005168528,0.00409141,0.6730174,0.00180388,0.001036118,0.0000334814,0.03414743,0.00304949,0.0003031381,0.0001191839,0.08508088,0.1968007],"study_design_scores_gemma":[0.007675868,0.01006172,0.5037673,0.005359757,0.002477394,0.00008114299,0.03729526,0.4010884,0.001538118,0.001319922,0.0279517,0.001383447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6384979,0.01531504,0.3155353,0.01521228,0.0007965099,0.009754377,0.003663162,0.0005756014,0.0006497886],"genre_scores_gemma":[0.8088614,0.0008685539,0.1881176,0.001274537,0.0001321252,0.0004926528,0.00005387635,0.00004987518,0.0001493174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.398039,"threshold_uncertainty_score":0.6767862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1145662746075952,"score_gpt":0.4501471243589738,"score_spread":0.3355808497513786,"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."}}