{"id":"W2326689068","doi":"10.1097/ccm.0000000000001316","title":"Designing Better, Not Just Bigger, Multicenter Critical Care Trials","year":2015,"lang":"en","type":"letter","venue":"Critical Care Medicine","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Columbia university; University hospital; Multicenter study; Emergency medicine; Gerontology; Family medicine; General surgery; Medical emergency; Surgery; Media studies; Randomized controlled trial","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1221647,0.001147021,0.002923624,0.001799174,0.003551267,0.008134979,0.004017003,0.05120248,0.01026583],"category_scores_gemma":[0.3325068,0.001649156,0.003077991,0.001498815,0.00529771,0.009419371,0.003328513,0.04039138,0.006582798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005015945,"about_ca_system_score_gemma":0.01348978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002377754,"about_ca_topic_score_gemma":0.007033462,"domain_scores_codex":[0.9009669,0.0770992,0.009384668,0.003381338,0.007024864,0.002143031],"domain_scores_gemma":[0.5417868,0.3865139,0.01587487,0.009024264,0.02431423,0.02248602],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000491266,0.0001177098,0.001712731,0.0005332713,0.0001782251,0.0005635734,0.0002643371,0.000300594,0.0003219621,0.008313905,0.9511129,0.03608966],"study_design_scores_gemma":[0.003687797,0.0005945483,0.003106604,0.003959112,0.000338182,0.0007976047,0.0006739032,0.002431646,0.0007836586,0.08887576,0.8945351,0.0002159102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003401054,0.001935665,0.0007123154,0.984928,0.009941729,0.0001642073,0.0001358225,0.00003001575,0.001812052],"genre_scores_gemma":[0.003988049,0.001208942,0.003735033,0.9561452,0.03281392,0.0004725734,0.0000826741,0.00003349912,0.001520106],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8778353,"threshold_uncertainty_score":0.6460764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6398159413953272,"score_gpt":0.5232469295139249,"score_spread":0.1165690118814022,"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."}}