{"id":"W2465545595","doi":"10.1186/cc5963","title":"Year in review 2006: Critical Care – respirology","year":2007,"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; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Context (archaeology); Intensive care 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":[],"consensus_categories":[],"category_scores_codex":[0.002777464,0.002582731,0.005666156,0.01037398,0.0009965787,0.005320678,0.002191939,0.003310435,0.03738189],"category_scores_gemma":[0.01042195,0.001032749,0.001351232,0.01671483,0.001091756,0.006519703,0.002391007,0.003499627,0.02401619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002864304,"about_ca_system_score_gemma":0.007241489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003167254,"about_ca_topic_score_gemma":0.006768931,"domain_scores_codex":[0.9977684,0.0003560631,0.0005956279,0.0002895634,0.0007749251,0.0002153872],"domain_scores_gemma":[0.9894361,0.002442567,0.002082245,0.000160141,0.004506558,0.001372269],"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":[0.0002766149,0.00006615152,0.0004432784,0.08152709,0.0002865726,0.0003832137,0.0001527008,0.0001342039,0.0008505359,0.001489433,0.4843609,0.4300292],"study_design_scores_gemma":[0.00004850244,0.00008448768,0.001436314,0.0199318,0.0003038578,0.001325863,0.0001335801,0.00002382092,0.0001298412,0.000417634,0.9761353,0.00002897447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009325804,0.9769596,0.00009232339,0.002068537,0.01820801,0.00005817357,0.0001074755,0.00001917309,0.002393422],"genre_scores_gemma":[0.000837488,0.9819001,0.0003806573,0.00223527,0.008678283,0.00007403391,0.0002542249,0.00001778343,0.005622254],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03738189,"threshold_uncertainty_score":0.1250549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1505044468776343,"score_gpt":0.492001958114279,"score_spread":0.3414975112366447,"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."}}