{"id":"W4283277735","doi":"10.26443/mjm.v20i2.946","title":"impact of COVID-19 pandemic and associated restrictions on skin cancer diagnosis and treatment in the western world","year":2022,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cancer; Virology; Internal medicine; Disease; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002066647,0.0002221216,0.0003691452,0.0005486262,0.001147948,0.00233056,0.0005786576,0.005187498,0.01600119],"category_scores_gemma":[0.01304243,0.0001675532,0.000584126,0.0006074173,0.0008167035,0.001122827,0.001019629,0.005552386,0.002465411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001840148,"about_ca_system_score_gemma":0.00496817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02304807,"about_ca_topic_score_gemma":0.03634874,"domain_scores_codex":[0.9984493,0.0004180369,0.0002245181,0.0001436833,0.0005190475,0.000245405],"domain_scores_gemma":[0.9923118,0.003074592,0.0009351248,0.0001930057,0.002231047,0.001254504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007029614,0.00002616549,0.006687336,0.0002542281,0.00002864032,0.0009422349,0.0001668283,0.00007276771,0.0001254012,0.001805516,0.9718565,0.01796413],"study_design_scores_gemma":[0.00004941772,0.00008985712,0.03233649,0.001399506,0.00009131822,0.001566015,0.001657427,0.000314896,0.0003681207,0.002803792,0.9592611,0.00006202551],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00400639,0.006996718,0.00009523743,0.9218466,0.04555566,0.00001962376,0.0008613332,0.00002590302,0.02059247],"genre_scores_gemma":[0.1099624,0.02691523,0.0005782951,0.6920473,0.1485226,0.00006186444,0.0008920522,0.0001023434,0.02091783],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02304807,"threshold_uncertainty_score":0.05352932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1822393662252902,"score_gpt":0.4658737148855894,"score_spread":0.2836343486602992,"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."}}