{"id":"W4281569226","doi":"10.1371/journal.pone.0269002","title":"Risk assessment of atherosclerotic cardiovascular diseases before statin therapy initiation: Knowledge, attitude, and practice of physicians in Yemen","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Guideline; Family medicine; Concordance; Risk assessment; Cross-sectional study; Statin; Canadian Cardiovascular Society; Physical therapy; Internal medicine; Pathology; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005164925,0.0002370885,0.0002090865,0.0004354342,0.0006844097,0.0004557727,0.0002695311,0.0006422655,0.002131871],"category_scores_gemma":[0.00135707,0.0002702989,0.0001736554,0.0008020022,0.0004363777,0.0006582854,0.0003481243,0.0003002889,0.000187314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163524,"about_ca_system_score_gemma":0.0009797674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03384906,"about_ca_topic_score_gemma":0.03459128,"domain_scores_codex":[0.9996738,0.00009406652,0.00003402444,0.00005274516,0.00003941364,0.0001058115],"domain_scores_gemma":[0.9994437,0.000142535,0.0002509129,0.00001451175,0.00005898258,0.00008933674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006057885,0.00007200354,0.9922315,0.00006167541,0.00001610648,0.0004435373,0.002801272,0.00003544664,0.0003303374,0.00003819006,0.0003014741,0.003607864],"study_design_scores_gemma":[0.000004638172,0.00009467986,0.9947616,0.00004798622,0.00001026561,0.0002252807,0.004269282,0.0001157315,0.00005579414,0.00001125377,0.0003980934,0.000005360691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989671,0.0003278311,0.00001525786,0.0003184659,0.000004046032,0.000004084288,0.00006710393,0.000001096475,0.0002949407],"genre_scores_gemma":[0.9994199,0.0002393179,0.00003370291,0.00009045543,0.00000514298,0.000004785964,0.00004113335,3.8284e-7,0.0001652908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03384906,"threshold_uncertainty_score":0.06730407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03769493591879155,"score_gpt":0.2999716162079152,"score_spread":0.2622766802891237,"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."}}