{"id":"W2340149964","doi":"10.1056/jc201006090000004","title":"Treating Disease, Not Risk Factors","year":2010,"lang":"en","type":"article","venue":"Journal watch","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hyperlipidemia; Disease; Atherosclerotic cardiovascular disease; Internal medicine; Surrogate endpoint; Intima-media thickness; Cardiology; Carotid arteries; Diabetes mellitus; Endocrinology","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":[0.003146132,0.0004291011,0.0006962114,0.0004477316,0.0009064138,0.002005278,0.0006562624,0.001588252,0.007291604],"category_scores_gemma":[0.00850428,0.00015273,0.0005098935,0.0004251593,0.001010299,0.001286413,0.0009597995,0.002935622,0.002686794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001120639,"about_ca_system_score_gemma":0.002651121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002630423,"about_ca_topic_score_gemma":0.006219647,"domain_scores_codex":[0.9975882,0.0008627638,0.0002218207,0.0003588015,0.000724904,0.0002435659],"domain_scores_gemma":[0.9967559,0.0008151126,0.0004138516,0.0004133282,0.0008151892,0.000786576],"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":[0.0006894878,0.001007837,0.01998201,0.002212262,0.0005730349,0.0003365932,0.001735935,0.0003227517,0.004926476,0.04675586,0.1855205,0.7359372],"study_design_scores_gemma":[0.0004424339,0.001399046,0.03205218,0.00330011,0.0007276076,0.001477036,0.001252647,0.0003700501,0.002981758,0.03213351,0.9237933,0.00007042037],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08598281,0.1209908,0.02957609,0.4938499,0.02880199,0.0005664898,0.001276765,0.0006266094,0.2383285],"genre_scores_gemma":[0.5815965,0.08044176,0.0318435,0.1820248,0.02009438,0.0006212434,0.001290801,0.0003020121,0.101785],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.007291604,"threshold_uncertainty_score":0.0243929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304425690023987,"score_gpt":0.2721780887127221,"score_spread":0.2591338318124823,"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."}}