{"id":"W4311117755","doi":"10.1016/j.cardfail.2022.11.008","title":"Inconsistent Outcome Reporting in Heart Failure Randomized Controlled Trials","year":2022,"lang":"en","type":"article","venue":"Journal of Cardiac Failure","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute; McMaster University; Impact","funders":"","keywords":"Medicine; Randomized controlled trial; MEDLINE; Clinical trial; Trial registration; Internal medicine","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4241482,0.00507895,0.02747047,0.01243616,0.001928581,0.01107287,0.007250844,0.009885301,0.004447564],"category_scores_gemma":[0.7518991,0.007445592,0.04085697,0.008665235,0.007263857,0.009363685,0.006436077,0.009100026,0.0004853401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006271285,"about_ca_system_score_gemma":0.007798407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005548491,"about_ca_topic_score_gemma":0.007273928,"domain_scores_codex":[0.2551545,0.5416867,0.1595127,0.02112557,0.02038664,0.002133948],"domain_scores_gemma":[0.1247707,0.8024337,0.04621798,0.0183404,0.007341737,0.0008954392],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.006179608,0.0000780718,0.00899129,0.3339002,0.6158462,0.0002533233,0.0006997528,0.001121998,0.0002203937,0.002736243,0.002580885,0.02739196],"study_design_scores_gemma":[0.01433174,0.0009370834,0.01080067,0.09124149,0.8514352,0.0005214379,0.0003598373,0.002429558,0.000857134,0.02086628,0.005898905,0.0003205397],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01337106,0.9508104,0.02242506,0.004295724,0.003349954,0.002749687,0.00142314,0.0002137129,0.001361176],"genre_scores_gemma":[0.6370156,0.2485583,0.0715858,0.0208266,0.004842647,0.01299802,0.002557112,0.0004819944,0.00113387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5758518,"threshold_uncertainty_score":0.7101278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4939925071641044,"score_gpt":0.499658336104403,"score_spread":0.005665828940298601,"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."}}