{"id":"W3194683466","doi":"10.1161/circheartfailure.120.008242","title":"Participation in a Heart Failure Clinical Trial","year":2021,"lang":"en","type":"article","venue":"Circulation Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Medicine; Heart failure; Intensive care medicine; Clinical trial; Internal medicine; Cardiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1715052,0.001220392,0.003224049,0.001414227,0.001815208,0.00410026,0.001896462,0.007389078,0.0181581],"category_scores_gemma":[0.1910191,0.0008779872,0.003849755,0.002577407,0.002928738,0.003363785,0.002745434,0.004985524,0.00294399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00158568,"about_ca_system_score_gemma":0.009990976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006292618,"about_ca_topic_score_gemma":0.0007843812,"domain_scores_codex":[0.7137958,0.2421637,0.02530142,0.008176577,0.008443366,0.002119172],"domain_scores_gemma":[0.7851874,0.1385077,0.04415514,0.01700639,0.00817367,0.006969625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2566758,0.00914346,0.1111987,0.1517417,0.05668789,0.0006382075,0.002873155,0.00310369,0.001737825,0.0229209,0.06110896,0.3221698],"study_design_scores_gemma":[0.5712716,0.04970091,0.07088561,0.06099031,0.03785741,0.0008821212,0.001015825,0.004562673,0.002383261,0.0423851,0.1577314,0.0003339003],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.314573,0.1554077,0.04776241,0.1225449,0.01946422,0.2336344,0.02530095,0.001191492,0.08012094],"genre_scores_gemma":[0.6972754,0.01328213,0.03108925,0.02752883,0.006548977,0.2161303,0.004687486,0.0001097081,0.003347874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1715052,"threshold_uncertainty_score":0.907017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07191000254660682,"score_gpt":0.3868684349494357,"score_spread":0.3149584324028288,"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."}}