{"id":"W4402272580","doi":"10.3390/cancers16173093","title":"A Comprehensive Analysis of Skin Cancer Concerns and Protective Practices in Manitoba, Canada, Highlights Lack of Skin Cancer Awareness and Predominance of High-Risk Sun Exposure Behaviors","year":2024,"lang":"en","type":"article","venue":"Cancers","topic":"Skin Protection and Aging","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; University of Manitoba; CancerCare Manitoba; University of Ottawa; Université Laval; Université de Montréal; University of British Columbia; McGill University","funders":"Canadian Institutes of Health Research; Cancer Research Society","keywords":"Skin cancer; Sun exposure; Medicine; Environmental health; Cancer; Dermatology; Sun protection; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.0005705946,0.0004523779,0.0003715891,0.002593319,0.003276592,0.001058251,0.001044515,0.0003152241,0.001771304],"category_scores_gemma":[0.001605752,0.0003726162,0.000505577,0.008085779,0.0006962446,0.0003094365,0.001029568,0.0005512192,0.000190622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02943039,"about_ca_system_score_gemma":0.06178484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.997458,"about_ca_topic_score_gemma":0.9989761,"domain_scores_codex":[0.9992458,0.00005789514,0.00005161483,0.00008215917,0.0003331511,0.0002294494],"domain_scores_gemma":[0.9979309,0.0001212851,0.0003207779,0.00005280022,0.001015962,0.0005584114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003225581,0.00003219195,0.9842992,0.0001958982,0.00006415953,0.0001756151,0.001391968,0.00009281124,0.000413583,0.00008872003,0.002067147,0.01114653],"study_design_scores_gemma":[0.00000187052,0.00001463354,0.9973835,0.00005530032,0.00002046182,0.00005386389,0.001417287,0.00008882254,0.00003845083,0.00001099782,0.0009083201,0.000006407182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768277,0.004977105,0.000343103,0.001358344,0.00002714565,0.0002227546,0.01018293,0.00006118488,0.005999674],"genre_scores_gemma":[0.9918744,0.003157941,0.0006919321,0.0003887202,0.000008539012,0.00005549046,0.002163354,0.000009258426,0.001650421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02943039,"threshold_uncertainty_score":0.2135334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04393004958342125,"score_gpt":0.3387181779058163,"score_spread":0.2947881283223951,"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."}}