{"id":"W7096840149","doi":"","title":"Publication of this special peer-reviewed insert on Skin Cancer Prevention in Canada has been funded by Alberta Health Services and the Canadian Partnership Against Cancer.","year":2010,"lang":"en","type":"article","venue":"","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Skin cancer; General partnership; Sun exposure; Recreation; Ultraviolet radiation; Public health; Sun protection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005722355,0.0001101571,0.000259395,0.00009669736,0.0001591304,0.00003952379,0.00009213466,0.00005770137,0.00132817],"category_scores_gemma":[0.00008982315,0.00007642197,0.00002924537,0.000273786,0.00005567304,0.00007298641,0.00001162655,0.0002905919,0.000002135808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006904959,"about_ca_system_score_gemma":0.003972703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.999797,"about_ca_topic_score_gemma":0.9999965,"domain_scores_codex":[0.9988493,0.00009482622,0.00032571,0.0002059265,0.0002964328,0.0002277759],"domain_scores_gemma":[0.9991917,0.00006113153,0.0001808287,0.0001965937,0.0001519956,0.0002177435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006239705,0.0001674922,0.2124153,0.001212247,0.000183426,0.000003192206,0.007460177,0.00001461693,0.000575152,0.004845985,0.3587071,0.4137913],"study_design_scores_gemma":[0.004059825,0.00006253693,0.1510516,0.000665299,0.00003629737,0.000004451669,0.0006846668,0.001106686,0.001538019,0.00009093188,0.8404963,0.0002034038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5721291,0.0007030079,0.000001531659,0.3867282,0.0005861719,0.001857115,0.00002915687,0.00001387109,0.0379518],"genre_scores_gemma":[0.9767228,0.0002482487,0.00001567845,0.01369574,0.0002647473,0.000145915,0.00006845547,0.00001056802,0.00882786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4817891,"threshold_uncertainty_score":0.9995847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02952992708988503,"score_gpt":0.3047437183283726,"score_spread":0.2752137912384875,"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."}}