{"id":"W7071071830","doi":"","title":"The Role of Ultraviolet Radiation in the Development of Skin Cancer and Non-Hodgkin Lymphoma in Canada","year":2020,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Skin Protection and Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Skin cancer; Melanoma; Cohort; Incidence (geometry); Basal cell carcinoma; Cancer; Ultraviolet radiation; Proportional hazards model; Cohort study","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001060586,0.0002724423,0.000287988,0.001606657,0.001731127,0.001605671,0.001007325,0.0004014908,0.004919919],"category_scores_gemma":[0.003988641,0.0002710127,0.001081485,0.004228304,0.0004986002,0.0004700479,0.001014871,0.001028764,0.0003163883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03924197,"about_ca_system_score_gemma":0.08004978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955595,"about_ca_topic_score_gemma":0.996427,"domain_scores_codex":[0.9987383,0.0001083245,0.00008356699,0.0001466842,0.0005638381,0.0003592515],"domain_scores_gemma":[0.9967667,0.0002669351,0.000446547,0.00008148384,0.001900684,0.0005376534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001219563,0.00002347355,0.954611,0.000545926,0.0002872754,0.0001849769,0.000634521,0.0007396741,0.0001617281,0.00170703,0.008586574,0.03239589],"study_design_scores_gemma":[0.0000226521,0.00002442978,0.9818273,0.0007093105,0.0003520829,0.0001899689,0.001092653,0.00105921,0.0001588305,0.0004158906,0.01412201,0.00002560575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7970395,0.07461037,0.002192298,0.01665583,0.0004469278,0.0002476597,0.05118768,0.0001491759,0.05747047],"genre_scores_gemma":[0.9770167,0.01455737,0.0007442826,0.0004631539,0.00004336775,0.00003014206,0.004098475,0.00002005801,0.003026446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03924197,"threshold_uncertainty_score":0.2847217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00352966937224927,"score_gpt":0.1864563017111152,"score_spread":0.1829266323388659,"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."}}