{"id":"W3107663679","doi":"10.3390/curroncol28010006","title":"Evidence-Based Strategies for the Treatment of Peritoneal Malignancies during Health Care Resource Restriction: The COVID-19 Pandemic","year":2020,"lang":"en","type":"review","venue":"Current Oncology","topic":"Intraperitoneal and Appendiceal Malignancies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Hôpital Maisonneuve-Rosemont; University of Manitoba; Mount Sinai Hospital; University of Calgary; Centre Hospitalier de l’Université de Montréal; Université Laval; University of Alberta; Dalhousie University; University of Toronto; University Health Network; CancerCare Manitoba","funders":"","keywords":"Medicine; Triage; Intensive care medicine; Pandemic; Health care; Disease; Malignancy; Prioritization; Medical emergency; Coronavirus disease 2019 (COVID-19); Pathology; Infectious disease (medical specialty); Management science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003800533,0.0005241891,0.002209565,0.0001176865,0.0006678567,0.00003921525,0.0003797767,0.0002779936,0.00003587333],"category_scores_gemma":[0.0002464876,0.0002559476,0.0009068207,0.0003953008,0.0005584989,0.0000458451,0.00005331649,0.0004537719,0.000007207958],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002240354,"about_ca_system_score_gemma":0.009319019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001481594,"about_ca_topic_score_gemma":0.00009933721,"domain_scores_codex":[0.9969512,0.0006367704,0.0009961965,0.0005572255,0.0003343355,0.0005242517],"domain_scores_gemma":[0.995469,0.002764967,0.000832576,0.000520801,0.0001442785,0.0002683609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005211923,0.0002844722,0.000117368,0.05688154,0.0002631912,0.00004869083,0.004322036,0.00001746372,0.000004281882,0.0006508074,0.003125111,0.9337639],"study_design_scores_gemma":[0.0009575581,0.004149425,0.00003319446,0.00685897,0.001521774,0.00024166,0.005357672,0.00001066807,0.000003325222,0.00001165545,0.9806595,0.0001946353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002462372,0.9864393,0.000123795,0.00751917,0.000954009,0.004274684,0.0003025742,0.00009302998,0.00004717938],"genre_scores_gemma":[0.0006514367,0.9951169,0.00004919283,0.0005011886,0.001623537,0.001748059,0.0002168809,0.00004456256,0.00004818407],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9775344,"threshold_uncertainty_score":0.9999893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4119898764025157,"score_gpt":0.4913802478286862,"score_spread":0.07939037142617056,"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."}}