{"id":"W2071251709","doi":"10.1097/ta.0b013e3181ec484f","title":"Posttraumatic Lung Injury After Pulmonary Contusion and Fat Embolism: Factors Determining Abnormal Gas Exchange","year":2010,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; St. Michael's Hospital","funders":"","keywords":"Fat embolism; Medicine; Pulmonary contusion; Pulmonary artery; Pulmonary embolism; Lung; Intramedullary rod; Embolism; Anesthesia; Vascular resistance; Cardiac output; Hemodynamics; Cardiology; Surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002857184,0.0002202165,0.000268691,0.000303195,0.0001492219,0.000228642,0.0001154808,0.0004158304,0.001274581],"category_scores_gemma":[0.0006009005,0.0001010399,0.000165276,0.0001466929,0.0005199778,0.0002155014,0.0001425933,0.0003651955,0.0001862021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001661392,"about_ca_system_score_gemma":0.0001671595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002130437,"about_ca_topic_score_gemma":0.0002747463,"domain_scores_codex":[0.9998713,0.00002055251,0.00001211538,0.00001986776,0.00003094046,0.00004510582],"domain_scores_gemma":[0.9992881,0.000120594,0.000368459,0.00002224201,0.00004945183,0.0001512101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007018592,0.0008166707,0.8546846,0.0001417643,0.0001097056,0.004038297,0.0002181223,0.000176483,0.1226635,0.00008183597,0.0001314357,0.00991901],"study_design_scores_gemma":[0.00003576456,0.00406525,0.9859236,0.00000846559,0.00004133158,0.00442016,0.0001357271,0.0001985063,0.005004896,0.00003079266,0.0001316557,0.000003830942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997005,0.0001332462,0.00006521311,0.00001073954,0.000001463858,0.000005926879,0.00001020312,0.000001464245,0.00007130229],"genre_scores_gemma":[0.9996969,0.00008920686,0.00008497101,0.000009333721,0.000008897961,0.000007166213,0.00004643128,4.144815e-7,0.00005673552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001274581,"threshold_uncertainty_score":0.004263937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489529020556122,"score_gpt":0.2968576699756661,"score_spread":0.2819623797701049,"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."}}