{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005498087,0.0002244502,0.0002406103,0.001185595,0.003241134,0.0009038873,0.0007344073,0.0003220009,0.002509403],"category_scores_gemma":[0.001374986,0.0002210715,0.000325215,0.002862284,0.0004837107,0.0002807929,0.0008029339,0.0004701895,0.000207825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01470653,"about_ca_system_score_gemma":0.02719692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9930514,"about_ca_topic_score_gemma":0.994932,"domain_scores_codex":[0.9994392,0.00004581852,0.00002474521,0.00007344298,0.00019836,0.0002184164],"domain_scores_gemma":[0.9985358,0.00006727534,0.000209032,0.00002650126,0.0007056433,0.0004557888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002723961,0.00003811023,0.9907884,0.00007250207,0.00001817214,0.00007269086,0.001262254,0.00003695747,0.0001715331,0.00004297199,0.0008484021,0.006620791],"study_design_scores_gemma":[0.000004170273,0.00002928265,0.995104,0.00006803968,0.00001660754,0.00006361986,0.00348636,0.0001161064,0.00005895002,0.00002352838,0.001024208,0.000005129724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993083,0.0007590975,0.000120614,0.000409994,0.00000929733,0.00008841012,0.002454755,0.000009477215,0.003065361],"genre_scores_gemma":[0.9972516,0.0005933574,0.0002552007,0.0001688536,0.000003355263,0.00003595285,0.0007683401,0.000003032485,0.0009203461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01470653,"threshold_uncertainty_score":0.1067038,"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."}}