{"id":"W3215636459","doi":"10.2196/31275","title":"Global Melanoma Correlations With Obesity, Smoking, and Alcohol Consumption","year":2021,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; U.S. Department of Veterans Affairs; Cancer Center, University of Colorado; National Cancer Institute; National Institutes of Health; National Institute on Alcohol Abuse and Alcoholism; Cancer League of Colorado; Nutrition Obesity Research Center, University of North Carolina","keywords":"Alcohol consumption; Obesity; Consumption (sociology); Environmental health; Melanoma; Medicine; Alcohol; Psychology; Internal medicine; Sociology; Social science; Biology; Cancer research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004884886,0.0002720745,0.0002105301,0.0009317088,0.0002179449,0.0006626283,0.0001929672,0.0002630474,0.003555143],"category_scores_gemma":[0.002434675,0.0001926157,0.0004642411,0.0009725398,0.0002624191,0.0003900366,0.0004251439,0.0006481963,0.0002765858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001533037,"about_ca_system_score_gemma":0.0002236056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002323014,"about_ca_topic_score_gemma":0.005017728,"domain_scores_codex":[0.9997228,0.00007402122,0.00003067221,0.0000567667,0.00006289082,0.00005281513],"domain_scores_gemma":[0.9980883,0.0003791317,0.0009825173,0.0001045457,0.0002039823,0.0002414693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004416959,0.00001594179,0.9977019,0.000009959073,0.00005924054,0.000033428,0.00001810881,0.00002399609,0.000103891,0.00001263495,0.00005954221,0.001917102],"study_design_scores_gemma":[0.000001264105,0.0000278647,0.9992907,0.000007522218,0.00005179087,0.0002236846,0.00009924277,0.00008600025,0.00003398015,0.00003782714,0.000138192,0.000001836475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938064,0.00191269,0.0002323199,0.0001881022,0.00003387782,0.00001233645,0.0003120496,0.00001488429,0.003487414],"genre_scores_gemma":[0.9988477,0.0004182459,0.0001487328,0.00003387367,0.00003171833,0.000003991227,0.0001399709,0.000004178923,0.0003715069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003555143,"threshold_uncertainty_score":0.01189315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749471213144447,"score_gpt":0.2839637953664298,"score_spread":0.2664690832349853,"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."}}