{"id":"W3178202597","doi":"10.18502/acta.v59i5.6658","title":"An Expert Opinion Regarding the Management of Lower Gastrointestinal Cancers During COVID-19 Outbreak in Iran: A Brief Report","year":2021,"lang":"en","type":"article","venue":"ACTA MEDICA IRANICA","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Colorectal cancer; Chemoradiotherapy; Specialty; Pandemic; Coronavirus disease 2019 (COVID-19); Intervention (counseling); Cancer; Health care; General surgery; Intensive care medicine; Family medicine; Surgery; Internal medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001030667,0.000204636,0.0004667252,0.0001164952,0.0001437815,0.00001881702,0.0002446954,0.00008521849,0.0003377923],"category_scores_gemma":[0.001334459,0.0001584988,0.0001297214,0.0004436498,0.0001625172,0.0001148877,0.0001356002,0.0004224796,0.000002496867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008097714,"about_ca_system_score_gemma":0.001762625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003216899,"about_ca_topic_score_gemma":0.0006310295,"domain_scores_codex":[0.9972846,0.0001352367,0.0007331874,0.0005437398,0.000789475,0.000513767],"domain_scores_gemma":[0.9976955,0.0002042481,0.0002398179,0.001066201,0.00009777024,0.0006964845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01915913,0.005857177,0.37833,0.02901827,0.001911677,0.2449069,0.04688254,0.0003418364,0.1609664,0.001988529,0.05069825,0.0599393],"study_design_scores_gemma":[0.01644602,0.001762018,0.7205775,0.01005846,0.000246922,0.02542907,0.01400993,0.0005493458,0.002159411,0.0001384309,0.2078596,0.0007633562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8809094,0.001641888,0.0006533441,0.1097594,0.0009021531,0.001127548,0.00001453862,0.0001590679,0.004832622],"genre_scores_gemma":[0.9902056,0.0009688394,0.001078104,0.00710838,0.0003346232,0.00003757807,0.00003686687,0.00003197454,0.0001980557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3422475,"threshold_uncertainty_score":0.6463395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06545337912636617,"score_gpt":0.3948002807798895,"score_spread":0.3293469016535234,"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."}}