{"id":"W2624628178","doi":"10.1002/ejhf.816","title":"Should Recommendations for Clinical use be Restricted to Patients who were Enrolled in a Pivotal Clinical Trial?","year":2017,"lang":"en","type":"letter","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Clinical trial; Heart failure; Intensive care medicine; MEDLINE; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3869819,0.001898773,0.01015851,0.00390906,0.004493872,0.01906205,0.01163141,0.06936029,0.02432594],"category_scores_gemma":[0.683743,0.00362029,0.006648988,0.006643183,0.01393202,0.02469314,0.00602838,0.06235006,0.03510026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005546839,"about_ca_system_score_gemma":0.023643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004089625,"about_ca_topic_score_gemma":0.008032048,"domain_scores_codex":[0.6040346,0.262386,0.07046426,0.01170621,0.04431876,0.007090161],"domain_scores_gemma":[0.2793402,0.4503969,0.05647099,0.06385691,0.1240154,0.02591964],"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":[0.00108315,0.0001521982,0.000421583,0.00174946,0.0002714349,0.0001706945,0.0004917711,0.000144115,0.0001795196,0.007900938,0.9389921,0.04844306],"study_design_scores_gemma":[0.003241667,0.0003369433,0.001384235,0.01256066,0.0002811963,0.0002714864,0.0005742217,0.0008116221,0.0002714737,0.02025978,0.9597034,0.0003033636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007037517,0.01119667,0.005471066,0.8851721,0.0769491,0.001864023,0.0008327464,0.0006899017,0.01712057],"genre_scores_gemma":[0.004527878,0.006065845,0.01814848,0.9182321,0.0422069,0.003731827,0.0006261281,0.0004443442,0.006016473],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3869819,"threshold_uncertainty_score":0.7559605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2431908164717986,"score_gpt":0.4328845287373496,"score_spread":0.189693712265551,"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."}}