{"id":"W2330167500","doi":"10.1097/01.ccm.0000424631.53768.9f","title":"413","year":2012,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; ARDS; Intensive care unit; Intensive care; Mechanical ventilation; Pneumonia; Respiratory failure; Diffuse alveolar damage; Respiratory distress; Cohort; Population; Biopsy; Lung; Lung biopsy; Surgery; Internal medicine; Intensive care medicine; Acute respiratory distress","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007362496,0.0006489432,0.0003790167,0.0009669989,0.001000761,0.002125152,0.0008248283,0.001232814,0.3933132],"category_scores_gemma":[0.002690995,0.0001645387,0.0003574597,0.001130115,0.0005163274,0.00102073,0.001641091,0.0007797034,0.2332217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008677123,"about_ca_system_score_gemma":0.001615135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002091771,"about_ca_topic_score_gemma":0.002029047,"domain_scores_codex":[0.9991443,0.0001486246,0.00006230044,0.0001908622,0.0003352085,0.0001187781],"domain_scores_gemma":[0.9988323,0.0002013717,0.0001032293,0.0001353436,0.0004955014,0.000232295],"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":[0.0002805654,0.0002882668,0.0208666,0.0006915804,0.00003719756,0.002025939,0.0007059392,0.0003494732,0.003543981,0.01999286,0.3632968,0.5879207],"study_design_scores_gemma":[0.00001999241,0.0001240834,0.00973803,0.0003250489,0.00001635803,0.002491575,0.0004259152,0.000200241,0.0009252271,0.00431896,0.9813968,0.00001768944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02224663,0.00495154,0.008050297,0.007924768,0.003078951,0.0003118926,0.005596678,0.001314846,0.9465243],"genre_scores_gemma":[0.1184387,0.005873044,0.005069653,0.00730739,0.001531815,0.0002907181,0.009237967,0.0003912166,0.8518596],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6066868,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04935359944038503,"score_gpt":0.3698467582340624,"score_spread":0.3204931587936774,"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."}}