{"id":"W3157811151","doi":"10.1016/j.jacl.2021.04.001","title":"Clinical reasoning and prevention of cardiovascular disease","year":2021,"lang":"en","type":"article","venue":"Journal of clinical lipidology","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"Servier; Novartis","keywords":"Medicine; Observational study; Clinical trial; Disease; Randomized controlled trial; Metric (unit); Intensive care medicine; Event (particle physics); Primary prevention; Pathology","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":[0.01108311,0.000505954,0.0004936485,0.001961865,0.0008761479,0.004530522,0.001475773,0.002079832,0.006853563],"category_scores_gemma":[0.06007483,0.0003245243,0.000740075,0.0005831898,0.002746558,0.00227182,0.001104442,0.003263344,0.0005800096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002054793,"about_ca_system_score_gemma":0.00493709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006399702,"about_ca_topic_score_gemma":0.003902157,"domain_scores_codex":[0.992135,0.006039732,0.0004154799,0.000393385,0.0007927029,0.0002236723],"domain_scores_gemma":[0.9568419,0.03428122,0.003180092,0.001338076,0.002931379,0.001427337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001265117,0.005797605,0.1524754,0.00218173,0.0007783119,0.002541579,0.006854709,0.00882006,0.001382253,0.2571547,0.04743254,0.513316],"study_design_scores_gemma":[0.000969775,0.000579765,0.05943738,0.003325662,0.0008013462,0.002670538,0.003977997,0.02294863,0.0018643,0.8684072,0.03482876,0.0001886682],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.266859,0.06735206,0.08616297,0.3423558,0.003088955,0.0004659895,0.0008018428,0.0006293454,0.2322841],"genre_scores_gemma":[0.9509012,0.009709259,0.02806346,0.007443137,0.0007321127,0.00007317734,0.0002196507,0.00003171631,0.002826256],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01108311,"threshold_uncertainty_score":0.05861378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08588843561969628,"score_gpt":0.4219238485394571,"score_spread":0.3360354129197608,"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."}}