{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_broad","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.8109393,0.0004006646,0.04708701,0.001509789,0.0002292203,0.0008540412,0.001276949,0.0001042776,0.007763093],"category_scores_gemma":[0.6170692,0.0001675458,0.03723436,0.001584626,0.00006327271,0.0003162614,0.0002467406,0.0009409079,0.000101971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001659466,"about_ca_system_score_gemma":0.0003737783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009633795,"about_ca_topic_score_gemma":0.00001274188,"domain_scores_codex":[0.6204941,0.2138419,0.145062,0.001016322,0.01898745,0.0005982342],"domain_scores_gemma":[0.8420206,0.04495439,0.1085961,0.001998432,0.002179652,0.0002508523],"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":[0.02096608,0.0002079693,0.1930032,0.00007464177,0.008844702,0.0002726299,0.001487013,0.006907719,0.001089665,0.001416081,0.7629332,0.002797142],"study_design_scores_gemma":[0.1516808,0.0001312723,0.003122013,0.0001031816,0.004871148,0.0006489783,0.01045224,0.000861918,0.00002839999,0.00503102,0.8226289,0.0004402264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8479233,0.02577189,0.002718943,0.09656367,0.008656825,0.01172027,0.00006598773,0.00001541497,0.006563675],"genre_scores_gemma":[0.9879384,0.00002123175,0.008028454,0.0005314118,0.0004379803,0.0001845606,0.000002184729,0.00001865776,0.002837102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2215264,"threshold_uncertainty_score":0.993144,"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."}}