{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000710691,0.0004785346,0.0005113288,0.001444613,0.0009139812,0.0005202693,0.0004016517,0.0004021678,0.003477018],"category_scores_gemma":[0.001768663,0.0002244836,0.001044967,0.0009787048,0.0003133983,0.0000993799,0.000639768,0.0005263025,0.0002965062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004598202,"about_ca_system_score_gemma":0.0006210547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0319558,"about_ca_topic_score_gemma":0.03022673,"domain_scores_codex":[0.9991564,0.0001946316,0.00005523656,0.0002394861,0.0002262844,0.0001279523],"domain_scores_gemma":[0.9990053,0.0002157441,0.0001579603,0.0001683762,0.0001517675,0.0003010024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001023461,0.00009246087,0.958847,0.00002644058,0.0004911611,0.001028414,0.0002122289,0.0002803774,0.02862573,0.0001047718,0.0003351725,0.008932817],"study_design_scores_gemma":[0.0000217102,0.00008566673,0.9977021,0.00000437599,0.0001065546,0.000659309,0.0000561889,0.000313762,0.0006952615,0.00003588029,0.0003149065,0.000004392568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998282,0.0001074099,0.0006108299,0.00003822149,0.000004418479,0.00001961456,0.0005672282,0.00001143167,0.000358924],"genre_scores_gemma":[0.9985358,0.00003613842,0.0006202222,0.00002404514,0.000002609135,0.00001173051,0.0004456642,0.000007040172,0.0003168423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0319558,"threshold_uncertainty_score":0.06353962,"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."}}