{"id":"W2101162497","doi":"10.1177/1203475415576465","title":"Non-melanoma Skin Cancer in Canada Chapter 2: Primary Prevention of Non-melanoma Skin Cancer","year":2015,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dermatrials Research; University of Calgary","funders":"Galderma","keywords":"Skin cancer; Medicine; Basal cell carcinoma; Photoprotection; Sunburn; Dermatology; Public health; Sun protection; Sun exposure; Basal cell; Cancer; Sunscreening Agents; Primary prevention; Environmental health; Pathology; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007146464,0.0003063925,0.001652094,0.0004791901,0.00003868199,0.000005840874,0.0001183021,0.0001082122,0.0002753441],"category_scores_gemma":[0.0001684661,0.0002272934,0.0001585988,0.0002985932,0.0001711921,0.0001222184,0.00005202341,0.0004187615,9.983135e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009830922,"about_ca_system_score_gemma":0.004063961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3001272,"about_ca_topic_score_gemma":0.3217134,"domain_scores_codex":[0.9969565,0.00005470695,0.001366255,0.000256055,0.00096293,0.0004035003],"domain_scores_gemma":[0.9975526,0.0004222775,0.000926396,0.0002273462,0.0004723745,0.0003989843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001661672,0.0001233433,0.8607637,0.0005351559,0.000500725,0.004999156,0.001875786,0.00006353077,0.000767517,0.000003030352,0.0303192,0.0983872],"study_design_scores_gemma":[0.0059859,0.001928971,0.9416758,0.008872202,0.0007650875,0.01028724,0.00342023,0.0001937624,0.002170481,0.0001368688,0.02397083,0.0005925658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749605,0.01669398,0.00002186644,0.00423306,0.001468675,0.000263666,0.00001574778,0.000003786713,0.00233872],"genre_scores_gemma":[0.9885316,0.008677062,0.00009524103,0.0009493086,0.001172758,0.00001508395,0.000004547471,0.00003832025,0.0005160018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09779464,"threshold_uncertainty_score":0.9268756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0239777638716181,"score_gpt":0.2805741136159302,"score_spread":0.2565963497443121,"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."}}