{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001822117,0.0005126533,0.0007740802,0.006535236,0.002255044,0.001903141,0.001447187,0.001221939,0.01391693],"category_scores_gemma":[0.005867497,0.0003659546,0.001280356,0.01314967,0.0004297225,0.0005958933,0.0006438964,0.0006486115,0.0007869412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03681475,"about_ca_system_score_gemma":0.1461989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9735186,"about_ca_topic_score_gemma":0.9907944,"domain_scores_codex":[0.9975525,0.0002203063,0.0002452302,0.0001602614,0.001490113,0.0003316196],"domain_scores_gemma":[0.9959494,0.0004238504,0.0003626698,0.00003976473,0.002718382,0.0005058971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002248176,0.0002073276,0.08472718,0.09888699,0.0006181583,0.0005856971,0.002248701,0.0007568639,0.0009147399,0.004446803,0.4347681,0.3716147],"study_design_scores_gemma":[0.0002263112,0.0001599412,0.3940848,0.0828171,0.001248166,0.0006162658,0.002727535,0.0004094838,0.000583447,0.0006931711,0.5163539,0.00007983719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.02248668,0.7720242,0.000919098,0.03390802,0.002832441,0.003215192,0.04818378,0.0001223782,0.1163083],"genre_scores_gemma":[0.1738881,0.7455398,0.006587844,0.01173446,0.0008386495,0.002136739,0.0261885,0.00005240737,0.03303341],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03681475,"threshold_uncertainty_score":0.2671109,"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."}}