{"id":"W1521739538","doi":"10.1186/cc3764","title":"Year in review in Critical Care, 2003 and 2004: respirology and critical care.","year":2005,"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":"University of Toronto; St. Michael's Hospital","funders":"Novartis","keywords":"Medicine; Mechanical ventilation; Intensive care medicine; Pneumonia; Sedation; Acute respiratory distress; Respiratory distress; Critical illness; Intensive care; Anesthesia; Internal medicine; Lung; Critically ill","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":[0.00157869,0.002614988,0.004425711,0.01089455,0.0007850993,0.003651249,0.001817907,0.002152925,0.02384194],"category_scores_gemma":[0.006401176,0.0009240478,0.001126551,0.01571109,0.0009000349,0.004788677,0.001767187,0.003090138,0.01588234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002272185,"about_ca_system_score_gemma":0.005132901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003676479,"about_ca_topic_score_gemma":0.008944605,"domain_scores_codex":[0.9988735,0.0001352079,0.0003498214,0.0001737155,0.0003666589,0.0001010479],"domain_scores_gemma":[0.9958978,0.001017869,0.001013968,0.00007764554,0.001494057,0.0004985009],"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":[0.0002840463,0.00006939428,0.0004599159,0.06908963,0.0003580889,0.0004654424,0.000186451,0.0002211041,0.001203227,0.001674034,0.4895064,0.4364822],"study_design_scores_gemma":[0.00004021902,0.00006570581,0.0013386,0.01511653,0.0003090133,0.00134636,0.0001001328,0.00003567569,0.0001275873,0.0004740113,0.9810225,0.00002371451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000578618,0.9905444,0.0000634016,0.0005718098,0.007222931,0.00002548678,0.00008922345,0.0000106651,0.001414089],"genre_scores_gemma":[0.0007103379,0.9862156,0.000414272,0.001787755,0.005223245,0.00006557255,0.0002992778,0.00001224012,0.005271717],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02384194,"threshold_uncertainty_score":0.07975924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09941926655260691,"score_gpt":0.4589225866899161,"score_spread":0.3595033201373092,"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."}}