{"id":"W2338761610","doi":"10.1056/nejm-jw.na35925","title":"Fish Oil Fails to Prevent Atrial Fibrillation","year":2014,"lang":"en","type":"article","venue":"Journal watch","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atrial fibrillation; Medicine; Fish oil; Randomized controlled trial; Oxidative stress; Fish <Actinopterygii>; Cardiology; Internal medicine; Fishery; Biology","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":[0.001670734,0.0001105031,0.0002345144,0.00009125919,0.0002692239,0.0003197508,0.0001771383,0.00008269597,0.0002311043],"category_scores_gemma":[0.001242169,0.00008744902,0.00014581,0.0002291153,0.00001124143,0.0006414381,0.000104519,0.0001695798,0.0005774851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007483935,"about_ca_system_score_gemma":0.00002067292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136779,"about_ca_topic_score_gemma":0.0001018275,"domain_scores_codex":[0.9987109,0.00004812189,0.0004488863,0.0001400628,0.0001980559,0.0004539669],"domain_scores_gemma":[0.999299,0.0000853711,0.0002550361,0.0001329635,0.0001607268,0.00006691332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002362789,0.000006132561,0.001335499,0.00003738102,0.00001162659,0.00000112048,0.00002530922,0.005065287,0.0000131803,0.002729584,0.9528338,0.03791751],"study_design_scores_gemma":[0.0002595729,0.00002148652,0.002501129,0.00002406328,0.00001342096,0.00001287877,0.00003367879,0.003920301,0.000001104819,0.003451347,0.9896565,0.0001045194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4063069,0.0000196907,0.0005164316,0.575958,0.002060713,0.00007324281,0.000001023502,0.00004741776,0.01501662],"genre_scores_gemma":[0.7308731,0.0002826506,0.0008287062,0.1756948,0.08837292,0.000004096522,0.00002170026,0.00004692082,0.003875099],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4002632,"threshold_uncertainty_score":0.7422595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0256494005504873,"score_gpt":0.2997231582264115,"score_spread":0.2740737576759242,"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."}}