{"id":"W4387026420","doi":"10.1016/j.jaad.2023.07.609","title":"42551 Earlier Detection of Invasive Melanoma After the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Griffith University; University of Leeds; University of Oxford; Janssen Scientific Affairs; Ottawa Hospital Research Institute; McGill University; University of Ottawa; Leeds Biomedical Research Centre; University of Washington","keywords":"Medicine; Pandemic; Melanoma; Coronavirus disease 2019 (COVID-19); Retrospective cohort study; Stage (stratigraphy); Dermatology; Internal medicine; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0008941806,0.0002839026,0.0002648257,0.0009856307,0.0006774298,0.001569379,0.0004141998,0.001207647,0.01343007],"category_scores_gemma":[0.006637493,0.0002466372,0.0004903934,0.0008731892,0.0002375626,0.0009381925,0.0007917699,0.001730561,0.001936624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009532688,"about_ca_system_score_gemma":0.0007599171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02618344,"about_ca_topic_score_gemma":0.02466009,"domain_scores_codex":[0.9987388,0.0002340171,0.00008108746,0.0002338554,0.0002914521,0.0004208044],"domain_scores_gemma":[0.9960279,0.0006551124,0.001273285,0.0002587294,0.001075202,0.0007098024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000203332,0.0001137704,0.9707245,0.00009162873,0.00003575191,0.0003799644,0.0002010791,0.00008913467,0.0008851452,0.0002079567,0.009107526,0.01796014],"study_design_scores_gemma":[0.00000800156,0.0001235914,0.9900233,0.0001423403,0.00002470174,0.0007112125,0.0007249881,0.0002099668,0.0003435365,0.0001144929,0.007561163,0.00001265389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.920233,0.004488888,0.0007411942,0.007657601,0.001438597,0.0001222603,0.008520572,0.0001256112,0.05667223],"genre_scores_gemma":[0.9904214,0.0009811438,0.0003547843,0.001719242,0.0003558249,0.00002948031,0.002140672,0.00002183949,0.003975553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02618344,"threshold_uncertainty_score":0.05206203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0716172363060159,"score_gpt":0.4016441213643209,"score_spread":0.330026885058305,"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."}}