{"id":"W4405570792","doi":"10.3390/curroncol31120593","title":"Investigating Skin Cancer Risk and Sun Safety Practices Among LGBTQ+ Communities in Canada","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Skin Protection and Aging","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Manitoba; CancerCare Manitoba; University of Ottawa; Université Laval; Université de Montréal; University of British Columbia; McGill University","funders":"Canadian Cancer Society; National Institute on Minority Health and Health Disparities; Canadian Institutes of Health Research; Cancer Research Society","keywords":"Sunburn; Medicine; Skin cancer; Phototype; Demography; Logistic regression; Odds ratio; Odds; Cancer; Gerontology; Environmental health; Dermatology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003863152,0.00009135515,0.000198613,0.0001017181,0.00009463605,0.00002054387,0.00004502033,0.00004567048,0.0001699828],"category_scores_gemma":[0.0003381325,0.00007942774,0.00001704492,0.0001834353,0.0001189849,0.00009195991,0.00005757497,0.0007678634,0.000001970496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007818877,"about_ca_system_score_gemma":0.001468616,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9024919,"about_ca_topic_score_gemma":0.9747793,"domain_scores_codex":[0.9991341,0.0002254331,0.0002202989,0.0001398399,0.0001020534,0.0001783131],"domain_scores_gemma":[0.9991035,0.0005402155,0.0001357216,0.00009705719,0.0000323265,0.00009119583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001293019,0.0000199187,0.7302999,0.0002243025,0.00002238312,0.00002730259,0.002529006,0.00002023546,0.00001818527,0.00007475398,0.001242955,0.2655081],"study_design_scores_gemma":[0.0008783023,0.00008054077,0.5007608,0.001286291,0.00009841981,0.00008092971,0.01159208,0.01639817,0.0001120247,0.0001630754,0.4683971,0.0001522542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829469,0.01139013,0.00002972346,0.002487649,0.001420243,0.0002197188,0.00001203558,0.00003803867,0.00145551],"genre_scores_gemma":[0.9963534,0.00300021,0.00009404221,0.0002165186,0.0001842929,0.00005891242,0.00001167203,0.00001065163,0.00007028024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4671541,"threshold_uncertainty_score":0.3336027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1084852937462232,"score_gpt":0.4114586912707754,"score_spread":0.3029733975245522,"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."}}