{"id":"W2917642218","doi":"10.1186/cc6953","title":"Year in review 2007: Critical Care – respirology","year":2008,"lang":"en","type":"review","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Acute respiratory distress; Mechanical ventilation; Intensive care medicine; Critical illness; Respiratory Medicine; Respiratory distress; Emergency medicine; Critically ill; Lung; Internal medicine; Anesthesia; Surgery","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":[0.001553956,0.002252786,0.003844261,0.007170863,0.0007628676,0.004086767,0.001986839,0.002610208,0.04193204],"category_scores_gemma":[0.006090879,0.0007991273,0.001060394,0.009031228,0.0009620535,0.005016526,0.001954806,0.004082552,0.03911376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001910509,"about_ca_system_score_gemma":0.004346179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001779364,"about_ca_topic_score_gemma":0.003580702,"domain_scores_codex":[0.9987642,0.0001689448,0.0002897341,0.0001945253,0.0004376381,0.0001450528],"domain_scores_gemma":[0.9941679,0.001327351,0.001001031,0.0001159795,0.002449922,0.0009377128],"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":[0.0001847688,0.00004716343,0.0002736054,0.02325593,0.0001473588,0.0002483354,0.00006889386,0.000102667,0.000822962,0.0011262,0.5411928,0.4325293],"study_design_scores_gemma":[0.00003020863,0.00004624444,0.0007932698,0.005588237,0.0001224017,0.0009733963,0.00005536931,0.00001919143,0.0001082369,0.0003591988,0.9918859,0.0000184004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001165199,0.9586034,0.0001404584,0.003055816,0.03244974,0.00005709448,0.0001279695,0.0000381194,0.005410822],"genre_scores_gemma":[0.001150342,0.9609876,0.0005276177,0.003973116,0.0200633,0.00006713055,0.0003865506,0.0000318932,0.01281242],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04193204,"threshold_uncertainty_score":0.1402767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.111918948632672,"score_gpt":0.4556835522219291,"score_spread":0.3437646035892571,"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."}}