{"id":"W3097319709","doi":"10.1002/ejhf.2034","title":"Trial characteristics associated with under‐enrolment of females in randomized controlled trials of heart failure with reduced ejection fraction: a systematic review","year":2020,"lang":"en","type":"review","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute; McMaster University; Impact","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Medicine; Heart failure; Ejection fraction; Randomized controlled trial; Internal medicine; Cardiology","routes":{"ca_aff":true,"ca_fund":true,"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","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.05953978,0.001302051,0.01084954,0.007490128,0.000737754,0.004150469,0.00188195,0.00310315,0.003152826],"category_scores_gemma":[0.2379235,0.001323975,0.01480129,0.01002009,0.001493315,0.003733478,0.001644664,0.00196887,0.0003000489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003797754,"about_ca_system_score_gemma":0.009575128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003578738,"about_ca_topic_score_gemma":0.01024448,"domain_scores_codex":[0.9145361,0.03610126,0.03738618,0.003537423,0.007584268,0.0008546769],"domain_scores_gemma":[0.6313496,0.2853422,0.06801394,0.003745266,0.01033749,0.001211477],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002379294,0.00003110467,0.009060043,0.8673294,0.08844072,0.00009979738,0.0002670721,0.0001342987,0.0001618519,0.0002712389,0.000956481,0.0308687],"study_design_scores_gemma":[0.003329251,0.0006515846,0.02140269,0.5876434,0.3780723,0.0004145636,0.0003189247,0.0003397496,0.0003529082,0.0007285135,0.006676803,0.00006926983],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006112546,0.9901745,0.0005279927,0.000711644,0.0002258339,0.001220007,0.0006388831,0.00002192305,0.0003665258],"genre_scores_gemma":[0.1580202,0.8282299,0.004499996,0.002434117,0.0004868296,0.004913318,0.001068877,0.00004015341,0.0003065989],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9891505,"threshold_uncertainty_score":0.3148802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0556131916008652,"score_gpt":0.3277421415771584,"score_spread":0.2721289499762932,"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."}}