{"id":"W2884855734","doi":"10.1016/s2213-2600(18)30279-0","title":"Negative trials in critical care: why most research is probably wrong","year":2018,"lang":"en","type":"article","venue":"The Lancet Respiratory Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; MEDLINE; Intensive care medicine; Law","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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4846172,0.003855746,0.0128254,0.006709667,0.004631806,0.01754829,0.009933614,0.03464797,0.013028],"category_scores_gemma":[0.7659401,0.003420205,0.006424692,0.00462542,0.03831553,0.03091263,0.007835352,0.03454945,0.005226082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01049772,"about_ca_system_score_gemma":0.01409869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005881723,"about_ca_topic_score_gemma":0.007276987,"domain_scores_codex":[0.5804483,0.309363,0.03883984,0.02204786,0.04575626,0.003544758],"domain_scores_gemma":[0.07881495,0.8534722,0.01861964,0.01683102,0.02759046,0.004671762],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.004580122,0.0003640244,0.00941624,0.04960707,0.02119164,0.0009566695,0.00297156,0.00120595,0.0009241051,0.09556024,0.5279253,0.285297],"study_design_scores_gemma":[0.007573598,0.0007376692,0.00570866,0.07816356,0.00933023,0.0007537875,0.00143838,0.001893887,0.0008746273,0.6675873,0.2253932,0.0005450656],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0008959422,0.2446253,0.005483044,0.7145648,0.03009498,0.0001909666,0.0003502142,0.0001908237,0.003603905],"genre_scores_gemma":[0.03871986,0.06026679,0.01416045,0.8151048,0.0692144,0.0006380681,0.0002297251,0.0004728253,0.00119308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5153828,"threshold_uncertainty_score":0.6355587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4198227620551332,"score_gpt":0.5234418778596817,"score_spread":0.1036191158045484,"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."}}