{"id":"W4389430532","doi":"10.1016/j.jaad.2023.11.053","title":"Incidence and profile of skin cancers in patients following ultraviolet phototherapy without psoralens: A retrospective cohort study","year":2023,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Skin Protection and Aging","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"Institute of Musculoskeletal Health and Arthritis; Canadian Dermatology Foundation; British Association of Dermatologists; Michael Smith Health Research BC; Eczema Society of Canada; University of British Columbia","keywords":"Medicine; Retrospective cohort study; Incidence (geometry); Dermatology; Cohort; Ultraviolet a; Cohort study; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0003358512,0.00009800847,0.000739391,0.0002963057,0.00003180163,0.000002379879,0.000143075,0.00004137797,0.000005875151],"category_scores_gemma":[0.0001916436,0.00006765468,0.0001066453,0.0006827927,0.0002469155,0.00006597362,0.00003762449,0.0004394554,5.175175e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001083272,"about_ca_system_score_gemma":0.00007495386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000205081,"about_ca_topic_score_gemma":0.000006856066,"domain_scores_codex":[0.9986393,0.0001923514,0.0005440669,0.0001260632,0.0003433864,0.0001547634],"domain_scores_gemma":[0.9987294,0.00006863826,0.001011649,0.00008223772,0.00006186317,0.00004619007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003448052,0.00008297612,0.9938719,0.00001819463,0.0001656876,0.0000161456,0.001032277,0.000006767441,0.003485373,0.000001809321,0.0001467026,0.0008273852],"study_design_scores_gemma":[0.002188069,0.0003868041,0.9880488,0.000232902,0.00007247667,0.00022229,0.001489277,0.00006965773,0.007162643,0.00005465213,0.00001721671,0.00005519066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980247,0.00006737473,0.000007188222,0.001221362,0.00008099901,0.0005605385,0.000002419074,0.000006845731,0.0000285909],"genre_scores_gemma":[0.9992741,0.0001208693,0.0001398283,0.0004098656,0.00001665418,0.00001117223,1.754438e-7,0.00001175772,0.00001555891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005823054,"threshold_uncertainty_score":0.2758878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043992767342908,"score_gpt":0.3172565657808687,"score_spread":0.3068166381074396,"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."}}