{"id":"W2110862959","doi":"10.1164/rccm.201410-1832cp","title":"Physiologic Responsiveness Should Guide Entry into Randomized Controlled Trials","year":2015,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Hospital for Sick Children; Sunnybrook Health Science Centre; Health Sciences Centre; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Randomized controlled trial; Intensive care medicine; Internal medicine","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":[],"category_scores_codex":[0.339067,0.002647955,0.01357169,0.005193471,0.001342928,0.01365443,0.007119568,0.0152676,0.01621471],"category_scores_gemma":[0.6429448,0.002313468,0.008670897,0.005803099,0.004805555,0.01659257,0.003455766,0.01456588,0.007437252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003787951,"about_ca_system_score_gemma":0.02248045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00147968,"about_ca_topic_score_gemma":0.001653854,"domain_scores_codex":[0.6094466,0.2950385,0.05806442,0.008914343,0.02679667,0.001739373],"domain_scores_gemma":[0.2405695,0.6701443,0.03535457,0.0222784,0.0291454,0.002507838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006576864,0.0004878836,0.002456444,0.1815722,0.007746122,0.0002732437,0.001510997,0.002180221,0.0006774446,0.05251883,0.09054963,0.6534501],"study_design_scores_gemma":[0.02429475,0.002342902,0.006427684,0.3263584,0.01186146,0.0004414679,0.0008931158,0.00518926,0.001401771,0.233512,0.3865013,0.0007759125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002456832,0.6586411,0.1131255,0.1339064,0.03439254,0.03537757,0.004000731,0.001260208,0.01683913],"genre_scores_gemma":[0.06337561,0.2935166,0.4462507,0.09670886,0.02462542,0.06713545,0.003173004,0.0007383524,0.004476009],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.339067,"threshold_uncertainty_score":0.8150481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1192440559594411,"score_gpt":0.455316204718701,"score_spread":0.3360721487592599,"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."}}