{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006373212,0.0002170399,0.0005824091,0.0001866023,0.00009620357,0.00006039789,0.00004296679,0.000269058,0.0009838358],"category_scores_gemma":[0.000459634,0.000212618,0.0003099633,0.00063546,0.00005369108,0.0002182276,0.0000464729,0.0003408954,0.0005302235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001350523,"about_ca_system_score_gemma":0.0002950246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003187882,"about_ca_topic_score_gemma":0.0004045877,"domain_scores_codex":[0.9974086,0.0003242643,0.000839137,0.0005825165,0.0004370839,0.0004084139],"domain_scores_gemma":[0.9987585,0.00016047,0.000081871,0.0005499568,0.0001893254,0.0002598629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002676327,0.002395296,0.788654,0.000140901,0.0001801086,0.0001777366,0.0003065886,0.0001976982,0.002756414,0.00175447,0.1968478,0.003912711],"study_design_scores_gemma":[0.03178624,0.0003068262,0.3506963,0.0001111446,0.0001302955,0.00003275584,0.0001609046,0.0005434717,0.0003197596,0.0001450303,0.6155627,0.0002045624],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8727838,0.0001117751,0.0003064239,0.1243579,0.0004261852,0.001494296,0.000003322327,0.0001538589,0.0003623732],"genre_scores_gemma":[0.9834521,0.000007265169,0.01294674,0.001850048,0.0006310266,0.0001605389,0.0002193212,0.00003135811,0.0007015864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4379577,"threshold_uncertainty_score":0.9999294,"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."}}