{"id":"W2117359534","doi":"10.1186/cc7146","title":"Clinical review: Ventilatory strategies for obstetric, brain-injured and obese patients","year":2008,"lang":"en","type":"review","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Discontinuation; Intensive care medicine; Respiratory failure; Mechanical ventilation; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.00057321,0.001149358,0.002363302,0.002162865,0.0003202094,0.001015477,0.001342644,0.00129721,0.004211487],"category_scores_gemma":[0.001806866,0.0002958674,0.0007777584,0.002897949,0.0004409071,0.001363301,0.0005239724,0.001283993,0.001641599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000544239,"about_ca_system_score_gemma":0.001244438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001284472,"about_ca_topic_score_gemma":0.002817899,"domain_scores_codex":[0.999661,0.00008482562,0.00008568412,0.00003814609,0.0001077372,0.00002265007],"domain_scores_gemma":[0.9994017,0.0003449853,0.0001096924,0.00001044481,0.0001002554,0.00003283015],"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":[0.00011608,0.00009937007,0.0002280377,0.09434068,0.0002968278,0.0003535713,0.00008295564,0.0002603673,0.0007446951,0.0008029537,0.05298845,0.8496859],"study_design_scores_gemma":[0.0001473427,0.0002544631,0.003824734,0.07441887,0.0009648266,0.006052911,0.0002285224,0.0001537986,0.0004408885,0.001560907,0.9119098,0.00004302662],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006373708,0.9992466,0.00003556981,0.0001330845,0.0001812614,0.000008804986,0.000009132139,0.000002528333,0.0003194111],"genre_scores_gemma":[0.0003490915,0.9991212,0.0001161779,0.0001414101,0.0001096536,0.000009306319,0.00001253167,6.382682e-7,0.0001398777],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004211487,"threshold_uncertainty_score":0.01408881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1216934513177351,"score_gpt":0.4691759636146224,"score_spread":0.3474825122968873,"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."}}