{"id":"W3184860510","doi":"10.2196/27073","title":"Suggested Modifications to the Management of Patients With Breast Cancer During the COVID-19 Pandemic: Web-Based Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Radiation therapy; Cancer; Disease; Internal medicine; Oncology; Hormonal therapy; Metastatic breast cancer; Pandemic; Coronavirus disease 2019 (COVID-19); 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":[0.002511573,0.0001123662,0.0002842083,0.0006410519,0.0006234076,0.0007205815,0.0003552816,0.0006484746,0.003239777],"category_scores_gemma":[0.01268182,0.0001624803,0.0005552311,0.0009558598,0.0002747254,0.0009896721,0.0008853159,0.0010465,0.0004227796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000910849,"about_ca_system_score_gemma":0.001667667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006518974,"about_ca_topic_score_gemma":0.01102692,"domain_scores_codex":[0.9979916,0.0008921226,0.0003762173,0.0001531758,0.0002883457,0.0002985618],"domain_scores_gemma":[0.9917507,0.002179511,0.003548595,0.000130641,0.001027914,0.001362726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001010419,0.0002512811,0.9771855,0.0005169009,0.00007456158,0.0001956731,0.003135024,0.00006304022,0.00009586851,0.00006190976,0.003690911,0.0146285],"study_design_scores_gemma":[0.00004582473,0.0004500771,0.9646168,0.0006024931,0.00007374793,0.0005753236,0.02382196,0.0003292374,0.00008153255,0.00006822013,0.009303526,0.00003127485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882184,0.001460116,0.0001542643,0.004158378,0.00007003467,0.0002055393,0.002027956,0.00001269298,0.003692719],"genre_scores_gemma":[0.9946455,0.001641676,0.0005071916,0.001819408,0.0000493769,0.0001820634,0.0006837359,0.000004296722,0.0004668547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006518974,"threshold_uncertainty_score":0.01328266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0936988460539408,"score_gpt":0.4193585818971029,"score_spread":0.3256597358431621,"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."}}