{"id":"W4311669719","doi":"10.1038/s41467-022-35345-8","title":"A multi-phenotype analysis reveals 19 susceptibility loci for basal cell carcinoma and 15 for squamous cell carcinoma","year":2022,"lang":"en","type":"article","venue":"Nature Communications","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; Medical Research Council; National Health and Medical Research Council; Queensland University of Technology; University of California, San Francisco; Government of Canada; Northwestern University; Australian Government; Canadian Institutes of Health Research; University of Washington; Ellison Medical Foundation; Vanderbilt University; Kaiser Permanente; Robert Wood Johnson Foundation; Wayne and Gladys Valley Foundation","keywords":"Basal cell carcinoma; Biology; Skin cancer; Phenotype; Melanoma; Cancer; Carcinoma; Carcinogenesis; HaCaT; Cancer research; Immunology; Basal cell; Genetics; Internal medicine; Medicine; Gene; Cell culture","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006226904,0.0002442804,0.0005863919,0.0002557285,0.001154651,0.00002243191,0.0006890883,0.0001873749,0.00006452167],"category_scores_gemma":[0.0003581142,0.0002482166,0.0003421368,0.0007707149,0.0002031809,0.00004919521,0.0008002014,0.0008659136,0.000001826634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004192287,"about_ca_system_score_gemma":0.0002138823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002899684,"about_ca_topic_score_gemma":0.002367559,"domain_scores_codex":[0.9982424,0.0002134545,0.0004189035,0.0005269682,0.0002439076,0.0003543556],"domain_scores_gemma":[0.9954404,0.001308391,0.0002230543,0.002494043,0.0003725025,0.0001616145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004768527,0.001019118,0.9536517,0.0004476625,0.0002282271,0.000003097973,0.002528933,0.0000483459,0.002621531,0.0002561669,0.03845745,0.0002609775],"study_design_scores_gemma":[0.005322141,0.0007500364,0.9359928,0.000003912717,0.002734236,0.000006355816,0.002327785,0.006008263,0.000723634,0.0002167946,0.04551391,0.0004000886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9118711,0.06877173,0.001636746,0.009207808,0.0002501284,0.004255673,0.002236702,0.00009327055,0.001676815],"genre_scores_gemma":[0.9489722,0.00006235312,0.04644449,0.001079318,0.00008056033,0.001265389,0.0009157223,0.00004556618,0.001134392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06870939,"threshold_uncertainty_score":0.999997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03566509965690685,"score_gpt":0.324802408428691,"score_spread":0.2891373087717841,"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."}}