{"id":"W3024972668","doi":"10.1097/sla.0000000000004087","title":"Minimizing the Risk of Aerosol Contamination During Elective Lung Resection Surgery","year":2020,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Context (archaeology); Perioperative; Cardiothoracic surgery; Isolation (microbiology); Elective surgery; Surgery; Intubation; General surgery; Intensive care medicine; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01461301,0.0006584175,0.0006249502,0.0008377843,0.001458758,0.002138359,0.001322908,0.00158375,0.00260452],"category_scores_gemma":[0.02969508,0.0001954802,0.0006673488,0.00027606,0.001191336,0.0008053589,0.002272722,0.001311973,0.0006381986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001839545,"about_ca_system_score_gemma":0.009765143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00595088,"about_ca_topic_score_gemma":0.009053231,"domain_scores_codex":[0.987272,0.00678117,0.00125289,0.0004621205,0.003347123,0.0008847294],"domain_scores_gemma":[0.9774531,0.008333687,0.007356144,0.001361407,0.004090404,0.00140527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002134753,0.0007689742,0.359634,0.009271877,0.0003664389,0.003377624,0.007996742,0.004537457,0.03387434,0.003720877,0.0376043,0.5367126],"study_design_scores_gemma":[0.000289289,0.01147431,0.6083341,0.01680268,0.0007072729,0.008918476,0.01382914,0.007496607,0.04411478,0.008056249,0.2796278,0.0003491678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6912939,0.07838953,0.08249563,0.06197548,0.003456772,0.005744509,0.001446909,0.001106407,0.07409092],"genre_scores_gemma":[0.9300678,0.01817724,0.04071849,0.004936288,0.001104297,0.001088719,0.0006101356,0.0001117782,0.003185281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01461301,"threshold_uncertainty_score":0.07728195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3356885237332502,"score_gpt":0.4031997831205161,"score_spread":0.06751125938726588,"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."}}