{"id":"W4211014606","doi":"10.2196/34392","title":"Cancer Screening Recommendations During the COVID-19 Pandemic: Scoping Review","year":2022,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institutes of Health","keywords":"Medicine; Triage; Cancer screening; Pandemic; Cancer; MEDLINE; Risk assessment; Health care; Family medicine; Cervical cancer; Disease; Coronavirus disease 2019 (COVID-19); Medical emergency; Pathology; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0124918,0.001506081,0.003074719,0.01948006,0.001152159,0.00401169,0.002689252,0.003982032,0.005913751],"category_scores_gemma":[0.08660313,0.001195264,0.004732111,0.0169953,0.001035822,0.004166383,0.002313884,0.002424633,0.001145269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006814099,"about_ca_system_score_gemma":0.0288469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02133304,"about_ca_topic_score_gemma":0.02890686,"domain_scores_codex":[0.9916908,0.002632772,0.003211256,0.0004688533,0.001688267,0.0003080777],"domain_scores_gemma":[0.9478378,0.03776076,0.005924853,0.0005130519,0.007438013,0.0005255875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008380743,0.0000286311,0.0007779672,0.7125219,0.001162017,0.0002796098,0.001155896,0.0004325908,0.000176765,0.002005265,0.02933873,0.2520369],"study_design_scores_gemma":[0.00001686336,0.00002516463,0.0007187744,0.9369166,0.001966673,0.000165726,0.000510475,0.0000603728,0.00006942594,0.0004976583,0.05903272,0.00001945633],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003978285,0.991716,0.0003825887,0.00371257,0.0007712832,0.0003555229,0.0005144264,0.00002365497,0.002126189],"genre_scores_gemma":[0.002933149,0.9939074,0.0007727963,0.001305505,0.0001544593,0.00035883,0.0003528543,0.000006838582,0.0002081211],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02133304,"threshold_uncertainty_score":0.06606376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2525867539934066,"score_gpt":0.5337929579682196,"score_spread":0.2812062039748129,"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."}}