{"id":"W2020332171","doi":"10.1503/cmaj.050762","title":"Sunscreens in melanoma and skin cancer prevention","year":2005,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Skin Protection and Aging","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Skin cancer; Basal cell carcinoma; Melanoma; Dermatology; Basal cell; Medicine; Incidence (geometry); Pathology; Cancer; Oncology; Internal medicine; Cancer research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000865686,0.00005676222,0.0001250768,0.0001986604,0.00008842278,0.00002891133,0.00003371595,0.0001724903,0.004025442],"category_scores_gemma":[0.0004731501,0.00005247635,0.00003702871,0.0001478358,0.00001322753,0.0000841664,0.00000461879,0.0005842005,0.00002722531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009371664,"about_ca_system_score_gemma":0.001066973,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00420385,"about_ca_topic_score_gemma":0.1568672,"domain_scores_codex":[0.9989142,0.00006771819,0.0002299259,0.00008842799,0.0004617883,0.0002378784],"domain_scores_gemma":[0.9989926,0.00003178456,0.00007819427,0.00003366487,0.00008907895,0.0007746339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001239977,0.00002747157,0.372325,0.000007088119,0.00004661374,0.0001677733,0.000355217,0.000004612274,0.00002501383,0.0001026135,0.01813037,0.6087958],"study_design_scores_gemma":[0.002141861,0.00004635313,0.5727714,0.0002235895,0.0000201769,0.0007453432,0.000275962,0.001025082,0.00006153366,0.0001001411,0.422497,0.0000915034],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8792579,0.000599393,0.0000960735,0.1153152,0.0002670249,0.0001322489,0.000002881404,0.00001236332,0.004316973],"genre_scores_gemma":[0.9875848,0.0003080972,0.0001851793,0.008210932,0.00149659,0.000007721796,0.000002190022,0.000008084016,0.002196358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6087043,"threshold_uncertainty_score":0.996885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008527394705286583,"score_gpt":0.2713052908705609,"score_spread":0.2627778961652743,"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."}}