{"id":"W2946337122","doi":"10.1136/heartjnl-2018-314403","title":"Drug-associated valvular heart diseases and serotonin-related pathways: a meta-analysis","year":2019,"lang":"en","type":"review","venue":"Heart","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Heart, Lung, and Blood Institute; Children's Hospital of Philadelphia","keywords":"Medicine; Meta-analysis; Drug; Serotonin; Internal medicine; Cardiology; Pharmacology; Intensive care medicine; Receptor","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003899723,0.0005889513,0.006691268,0.0003953688,0.0001348904,0.00002597724,0.00008865879,0.0004462783,0.001539781],"category_scores_gemma":[0.00008616709,0.0004042269,0.004084338,0.0009400895,0.00009163049,0.00005723795,0.00009158887,0.0005482999,0.0008335946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000179171,"about_ca_system_score_gemma":0.0004166291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004692133,"about_ca_topic_score_gemma":0.000006599682,"domain_scores_codex":[0.9971688,0.000681793,0.0006511134,0.0007329767,0.0003338721,0.0004314574],"domain_scores_gemma":[0.9983076,0.0003807404,0.0002421355,0.0005885655,0.0001068605,0.0003740919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00004176204,0.00177551,0.005323853,0.01052519,0.9532247,0.0004619968,0.0001410365,0.000003548413,0.000004132812,0.00003999026,0.02364834,0.004809979],"study_design_scores_gemma":[0.0004233952,0.00007485542,0.001205461,0.0002837118,0.5268415,0.0000589077,0.000003327639,0.000008167945,0.000001471878,0.000009028213,0.4708991,0.0001910813],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00125984,0.9953167,3.955295e-7,0.0005472935,0.0001209509,0.002098578,0.0003350082,0.0001370158,0.0001841505],"genre_scores_gemma":[0.0006923723,0.9894266,0.00005734148,0.0010258,0.00004044312,0.0003821146,0.0009442573,0.00006076483,0.007370378],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4472508,"threshold_uncertainty_score":0.9999444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1493295731233173,"score_gpt":0.3894807308566716,"score_spread":0.2401511577333543,"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."}}