{"id":"W3118923548","doi":"10.26416/med.137.5.2020.3866","title":"Digestive tumors screening during the COVID-19 pandemic period","year":2020,"lang":"en","type":"article","venue":"Medic ro","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Pace; Medicine; Period (music); Incidence (geometry); Quarter (Canadian coin); Cancer; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Internal medicine; Disease; Outbreak; History; Infectious disease (medical specialty); Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000705411,0.0001463753,0.0001448468,0.0005850735,0.0006241701,0.0006903431,0.0002474661,0.0004806299,0.003848901],"category_scores_gemma":[0.002860728,0.00009629469,0.0002490914,0.0006855874,0.000326274,0.0007451543,0.001206193,0.0008827447,0.0004575658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001501312,"about_ca_system_score_gemma":0.001895748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02560863,"about_ca_topic_score_gemma":0.03283212,"domain_scores_codex":[0.999297,0.0001965705,0.00004397965,0.00006082304,0.0001100183,0.0002915794],"domain_scores_gemma":[0.9991218,0.00008926224,0.0002687601,0.00002475602,0.0001706584,0.0003246203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004405545,0.0002453816,0.6692553,0.0007284274,0.00009017655,0.002714918,0.002525178,0.0004313613,0.001832675,0.005283571,0.07347804,0.2429743],"study_design_scores_gemma":[0.00002063393,0.0002919695,0.8809107,0.001344395,0.00007299203,0.00192022,0.006444781,0.0002925459,0.0005645879,0.001450097,0.1066508,0.00003625269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8114986,0.03392325,0.0009127808,0.07574689,0.00168078,0.0001631326,0.007827524,0.000162231,0.06808477],"genre_scores_gemma":[0.9689803,0.0164027,0.0006433088,0.008169232,0.0005472227,0.00005200837,0.002300215,0.00001941268,0.002885584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02560863,"threshold_uncertainty_score":0.05091912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1342501222475659,"score_gpt":0.3911339241880893,"score_spread":0.2568838019405234,"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."}}