{"id":"W4401853223","doi":"10.1016/j.jaad.2024.07.1520","title":"Keratinocyte carcinomas in survivors of childhood cancer: A report from the childhood cancer survivor study","year":2024,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Cancer Institute; Springworks Therapeutics; American Lebanese Syrian Associated Charities","keywords":"Medicine; Childhood cancer; Incidence (geometry); Keratinocyte; Cancer; Oncology; Skin cancer; Dermatology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005170116,0.0002913032,0.00166851,0.0002475799,0.00007555788,0.00001145536,0.0006693587,0.00009204513,0.00004279798],"category_scores_gemma":[0.0002424687,0.0001632255,0.0003836108,0.0009697266,0.0007460418,0.00009634858,0.0002528662,0.001263475,0.000001414356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001877561,"about_ca_system_score_gemma":0.0007433308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01238026,"about_ca_topic_score_gemma":0.002527669,"domain_scores_codex":[0.9964815,0.0005395164,0.001627275,0.0003254562,0.0006698723,0.000356342],"domain_scores_gemma":[0.9967427,0.0007559092,0.001932484,0.0003616415,0.0001149578,0.00009232554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002315431,0.000341006,0.9841912,0.00005795327,0.001630725,0.0004843718,0.006128656,0.00004730863,0.0005363448,0.00001406267,0.002830384,0.003506443],"study_design_scores_gemma":[0.001251371,0.000208332,0.9849406,0.0005714023,0.000679786,0.003829251,0.002854971,0.00002340935,0.003392805,0.0001269244,0.00198254,0.0001386033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9298508,0.02843217,0.000005759065,0.04024151,0.0007272346,0.0005461533,0.00006711045,0.00001065896,0.0001186146],"genre_scores_gemma":[0.9955879,0.002809641,0.000115406,0.0009424568,0.0004242795,0.0000384167,8.746817e-7,0.00004174224,0.00003925533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06573714,"threshold_uncertainty_score":0.9941964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183275623558746,"score_gpt":0.3330590958023101,"score_spread":0.3147315334464355,"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."}}