{"id":"W3123354892","doi":"10.3390/cancers13030371","title":"Decision-making in Surgery or Active Surveillance for Low Risk Papillary Thyroid Cancer During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; McMaster University; Women's College Hospital; University of Toronto; University Health Network","funders":"Ontario Ministry of Health and Long-Term Care; Lotte and John Hecht Memorial Foundation; Canadian Institutes of Health Research; U.S. Department of Veterans Affairs","keywords":"Medicine; Pandemic; Thyroid cancer; Observational study; Prospective cohort study; General surgery; Thyroid; Thyroidectomy; Coronavirus disease 2019 (COVID-19); Cohort study; Emergency medicine; Family medicine; Surgery; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.007455676,0.000137932,0.0002420223,0.0003945185,0.001386414,0.001305477,0.0004900233,0.0004306576,0.001582453],"category_scores_gemma":[0.02248371,0.0001970172,0.0003816689,0.0005016422,0.0006250044,0.0007088796,0.001034129,0.001190043,0.0001776572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198041,"about_ca_system_score_gemma":0.003426213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02093386,"about_ca_topic_score_gemma":0.03026794,"domain_scores_codex":[0.9956767,0.002929227,0.000262119,0.0003311719,0.0002658725,0.000534902],"domain_scores_gemma":[0.9874796,0.006849323,0.002874656,0.0005042609,0.0006555927,0.001636504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003260288,0.0003947371,0.9642912,0.00008648738,0.00004158041,0.00107607,0.01399166,0.0002272981,0.0002445724,0.0002753102,0.001441253,0.01760377],"study_design_scores_gemma":[0.000138195,0.001773104,0.9017916,0.0004442769,0.00008044554,0.003025305,0.07532717,0.004088542,0.0006390803,0.00255024,0.01002889,0.0001131909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973998,0.0002708443,0.0003327143,0.000788509,0.0000264617,0.00007506571,0.0002065056,0.000002696518,0.0008972762],"genre_scores_gemma":[0.998233,0.0002509464,0.0007578275,0.0003943865,0.00003776674,0.00006060625,0.0001240944,0.000002636688,0.0001388459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02093386,"threshold_uncertainty_score":0.04162401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03607447918676662,"score_gpt":0.3429570387201754,"score_spread":0.3068825595334087,"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."}}