{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005633899,0.0001070224,0.0002450517,0.00003865451,0.000272445,0.00004537664,0.00006441255,0.00006492663,0.0004753566],"category_scores_gemma":[0.0004314639,0.00005915936,0.000321723,0.00009631133,0.00002140884,0.00007847422,0.00001693849,0.0009076169,0.00003009243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005290413,"about_ca_system_score_gemma":0.0002182617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001984211,"about_ca_topic_score_gemma":0.00004213706,"domain_scores_codex":[0.9988933,0.00004822824,0.0002248009,0.000123257,0.0004688196,0.0002415631],"domain_scores_gemma":[0.9988772,0.00003803521,0.0001083397,0.0002980552,0.00009188462,0.0005864759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007394108,0.0002766458,0.8296854,0.0001300596,0.0004861484,0.0009746768,0.0009276834,0.0000132089,0.004169278,0.00005050118,0.007618912,0.1549281],"study_design_scores_gemma":[0.00202701,0.0002603224,0.8945935,0.00009156216,0.0004491979,0.001009665,0.0002585886,0.0001330452,0.002307768,0.0002074794,0.09848232,0.0001795565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942199,0.00008888519,0.0001540388,0.004198115,0.000536739,0.0001455492,0.000007316452,0.00002901939,0.0006204377],"genre_scores_gemma":[0.9935358,0.0006681369,0.0009502607,0.0002247061,0.001964157,0.000002983137,0.000003508946,0.00002167366,0.002628767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1547485,"threshold_uncertainty_score":0.5204821,"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."}}