{"id":"W2597933706","doi":"10.1002/jso.24548","title":"RBC transfusion is associated with increased risk of respiratory failure after pneumonectomy","year":2017,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Blood transfusion and management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Health Sciences Centre; University of Manitoba; Western University","funders":"","keywords":"Medicine; ARDS; Pneumonectomy; Odds ratio; Respiratory failure; Internal medicine; Retrospective cohort study; Surgery; Blood transfusion; Lung cancer; Lung","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":[0.0005730073,0.0001802618,0.000332952,0.0004435864,0.0002553375,0.0006403182,0.0003211223,0.0004083879,0.001697941],"category_scores_gemma":[0.004576155,0.0001697482,0.0004135234,0.0007565694,0.0002275505,0.0002901691,0.0003241635,0.000774689,0.0001843576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002280718,"about_ca_system_score_gemma":0.0003566138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001380143,"about_ca_topic_score_gemma":0.001022428,"domain_scores_codex":[0.9992549,0.0001720338,0.0001327966,0.0001382941,0.0001974283,0.0001045545],"domain_scores_gemma":[0.9944475,0.0006657767,0.003985529,0.000178436,0.0003037621,0.0004190802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008132145,0.0000118051,0.9989604,0.000009486324,0.0000283043,0.00009067565,0.00001290055,0.00001409497,0.0001240814,0.000006263826,0.00004664019,0.0006139829],"study_design_scores_gemma":[0.000003709413,0.00007535052,0.9986657,0.00001378058,0.00003445284,0.0008181863,0.00004603986,0.0001595648,0.00007798574,0.00001274134,0.00008950553,0.000002927623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982918,0.001128752,0.00009797768,0.00008986737,0.00001360532,0.000003974974,0.0001201504,0.000004713085,0.0002491426],"genre_scores_gemma":[0.9995252,0.0002292428,0.00005789951,0.0000171464,0.00002049616,0.000002075433,0.00009720081,0.000001412829,0.00004938442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001697941,"threshold_uncertainty_score":0.005680144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01613846091004806,"score_gpt":0.286502826599297,"score_spread":0.270364365689249,"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."}}