{"id":"W3019096037","doi":"10.1503/cjs.005520","title":"Lifesaving cancer surgeries need to be managed appropriately during the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Partnership Against Cancer","funders":"","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medical emergency; Health care; Coronavirus Infections; Coronavirus; Betacoronavirus; Disease; Virology; Infectious disease (medical specialty); Pathology; Economic growth; Outbreak","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002074544,0.0002539479,0.0003485287,0.0007384279,0.004860959,0.003355194,0.0005799297,0.002204168,0.01095011],"category_scores_gemma":[0.01807093,0.0001772934,0.0004683825,0.0006356745,0.001920842,0.002154154,0.002864835,0.005501919,0.002111158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005107009,"about_ca_system_score_gemma":0.0237932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05230157,"about_ca_topic_score_gemma":0.1733537,"domain_scores_codex":[0.9967778,0.0006978171,0.0001876941,0.0001398379,0.001295111,0.0009017545],"domain_scores_gemma":[0.9876289,0.001785021,0.001130811,0.0003064994,0.00309699,0.006051731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001265694,0.0002360058,0.04784721,0.0005907142,0.0000816131,0.002713688,0.003318883,0.000833774,0.001382112,0.01403507,0.6305412,0.2982931],"study_design_scores_gemma":[0.00006624142,0.0002822035,0.1054825,0.003424611,0.00006583144,0.004373746,0.01969058,0.0005330555,0.0004349045,0.02630098,0.8391993,0.0001460579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04099217,0.01644137,0.003029595,0.8185363,0.0102121,0.0001502304,0.000614778,0.0003398883,0.1096836],"genre_scores_gemma":[0.5776077,0.07396955,0.01400543,0.2921287,0.02424367,0.0002577329,0.001732563,0.000291086,0.01576357],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05230157,"threshold_uncertainty_score":0.1039943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2639200493189815,"score_gpt":0.3675105566467048,"score_spread":0.1035905073277233,"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."}}