{"id":"W2408783236","doi":"10.1177/0885066616653926","title":"Mechanical Ventilation Outcomes in Patients With Pulmonary Hypertension in the United States: A National Retrospective Cohort Analysis","year":2016,"lang":"en","type":"article","venue":"Journal of Intensive Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surrey Memorial Hospital; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Interquartile range; Mechanical ventilation; Retrospective cohort study; Pulmonary hypertension; Cohort; Oxygen therapy; Emergency medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007198742,0.0001523067,0.0007089411,0.001222589,0.00002551018,0.000004138094,0.0001005634,0.00007629322,0.00007560497],"category_scores_gemma":[0.002479374,0.00006077123,0.0001262854,0.001044779,0.00008081183,0.0001093869,0.00001557405,0.0002888503,0.000001718011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004371381,"about_ca_system_score_gemma":0.0001107288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005392515,"about_ca_topic_score_gemma":0.0000470928,"domain_scores_codex":[0.997696,0.0001058796,0.0006411517,0.0001711203,0.001222959,0.0001628322],"domain_scores_gemma":[0.9882922,0.0001903342,0.0003810279,0.0001537592,0.01089141,0.00009124839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001374367,0.0001136547,0.9950673,0.000008992106,0.0003444441,0.0005190004,0.0008012587,0.00001184774,0.0006138212,0.00003613768,0.0006215291,0.000487641],"study_design_scores_gemma":[0.004411882,0.002132989,0.9808573,0.0005310707,0.0006221138,0.00009552068,0.01067254,0.00006668423,0.0001331242,0.0001326639,0.0002694332,0.00007475135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933376,0.00005983616,0.0006626386,0.005358462,0.0001771432,0.0003261091,0.000008268977,0.000004510128,0.00006537801],"genre_scores_gemma":[0.9927238,0.00003232067,0.00006532499,0.006951233,0.00009248646,0.00000526008,0.00008672351,0.00001151107,0.00003129497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01421008,"threshold_uncertainty_score":0.2968221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01694236167847333,"score_gpt":0.2754239040344779,"score_spread":0.2584815423560046,"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."}}