{"id":"W4386608295","doi":"10.3390/curroncol30090604","title":"Prioritizing Melanoma Surgeries to Prevent Wait Time Delays and Upstaging of Melanoma during the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Interquartile range; Pandemic; Melanoma; Stage (stratigraphy); Sentinel lymph node; Biopsy; Sentinel node; General surgery; Surgery; Cancer; Disease; Coronavirus disease 2019 (COVID-19); Internal medicine; Breast cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001169295,0.0001583755,0.000178384,0.0005053239,0.0004873398,0.0006148911,0.0003317824,0.0002977432,0.001944293],"category_scores_gemma":[0.005594375,0.0001040636,0.0002630191,0.0004313062,0.0001958003,0.0003998512,0.0006771484,0.0007042597,0.0001817925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379602,"about_ca_system_score_gemma":0.004960948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02877674,"about_ca_topic_score_gemma":0.07563577,"domain_scores_codex":[0.9992693,0.0001967104,0.00007847393,0.00007276906,0.00009192819,0.000290796],"domain_scores_gemma":[0.9967191,0.0005942166,0.001277002,0.00006850029,0.0003583395,0.0009828364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002607015,0.0001509319,0.9497578,0.0002227528,0.00004361851,0.0003469567,0.0004939185,0.0008543361,0.001064912,0.0002215625,0.004980044,0.04160246],"study_design_scores_gemma":[0.00004362213,0.0005410611,0.9852231,0.0004024644,0.00004770883,0.0006176569,0.003303481,0.002286036,0.000883087,0.0002890467,0.006333502,0.00002928405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917899,0.001295032,0.0007582059,0.002566848,0.0001291516,0.0001110598,0.000563611,0.0000239405,0.002762187],"genre_scores_gemma":[0.9973537,0.0006476381,0.0008463634,0.0004985936,0.00006452055,0.00005784776,0.0002915949,0.000004952681,0.0002347881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02877674,"threshold_uncertainty_score":0.05721849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1832932818561938,"score_gpt":0.4627219389510372,"score_spread":0.2794286570948434,"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."}}