{"id":"W2995130207","doi":"10.1001/jamadermatol.2019.3786","title":"Noncutaneous and Cutaneous Cancer Risk in Patients With Atopic Dermatitis","year":2019,"lang":"en","type":"review","venue":"JAMA Dermatology","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Atopic dermatitis; Observational study; Population; Odds ratio; Internal medicine; Skin cancer; Incidence (geometry); Cancer; Meta-analysis; Dermatology; Oncology; Environmental health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003200536,0.0005659665,0.003021639,0.0003985513,0.00007073661,0.00003042658,0.0001843785,0.0009327306,0.000182159],"category_scores_gemma":[0.0001230624,0.0004171817,0.0001951308,0.0002570976,0.000254501,0.00008962415,0.0001057365,0.0009290809,0.0002155514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145789,"about_ca_system_score_gemma":0.0004777132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007988412,"about_ca_topic_score_gemma":0.00009780738,"domain_scores_codex":[0.997539,0.000340276,0.0007375738,0.0006188793,0.0002184138,0.0005458553],"domain_scores_gemma":[0.9982181,0.0004664709,0.0004659961,0.0005493271,0.00009204468,0.0002080951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000650603,0.0001955075,0.4917437,0.02424601,0.0004719299,0.007889122,0.00006843657,5.278429e-7,2.091538e-9,0.0000320783,0.00537462,0.469913],"study_design_scores_gemma":[0.00281809,0.00009541235,0.04072073,0.009121617,0.002726336,0.0414931,0.00001014235,0.00001572373,2.490267e-7,0.00003262391,0.9024503,0.0005157031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02130713,0.9753642,0.000002414043,0.0002462508,0.0002824579,0.001516076,0.000213508,0.00006575896,0.001002179],"genre_scores_gemma":[0.01880855,0.9795173,0.00006948286,0.0008076802,0.00004748988,0.0001708425,0.0002970099,0.00007823391,0.0002033487],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8970757,"threshold_uncertainty_score":0.999828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01151852108668664,"score_gpt":0.2802165252589277,"score_spread":0.268698004172241,"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."}}