{"id":"W4384341430","doi":"10.18192/uojm.v13i01.6269","title":"COVID-19 Dermatologic Manifestations: Issues More Than Skin-deep","year":2023,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Dermatological and COVID-19 studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Dermatology; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Sars virus; Pandemic; Pathology; Infectious disease (medical specialty); Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000425772,0.0001427701,0.0006539266,0.0004623441,0.0001738521,0.0000025536,0.0002441851,0.00009046749,0.0005347049],"category_scores_gemma":[0.001338068,0.0001024167,0.0001618731,0.0005113346,0.0006854521,0.0001000177,0.0000780614,0.0002331942,0.00004832473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008430161,"about_ca_system_score_gemma":0.0001936686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001484767,"about_ca_topic_score_gemma":0.00004058253,"domain_scores_codex":[0.9986205,0.0000855322,0.0004001247,0.0001391406,0.0005448548,0.0002098156],"domain_scores_gemma":[0.9983163,0.0003621337,0.0004225597,0.0001563543,0.0003360654,0.0004065428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005855567,0.0003848002,0.287726,0.001266296,0.0008375735,0.02993408,0.01567891,0.0001460876,0.000481728,0.003829204,0.6554824,0.003647371],"study_design_scores_gemma":[0.0100531,0.001363716,0.2916527,0.000570991,0.0008233838,0.006563812,0.07710832,0.0002757587,0.0001445926,0.003110377,0.6080948,0.0002384442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5251278,0.004961206,0.002595125,0.4573493,0.0004055883,0.0003192141,0.00001246093,0.000146974,0.009082241],"genre_scores_gemma":[0.9865802,0.003961964,0.0009354381,0.005962175,0.0001673551,1.59668e-7,0.00001481486,0.000009294423,0.002368584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4614524,"threshold_uncertainty_score":0.5854644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03821509052408598,"score_gpt":0.3179426472509606,"score_spread":0.2797275567268745,"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."}}