{"id":"W2169080684","doi":"10.1177/1203475415583414","title":"Non-melanoma Skin Cancer in Canada Chapter 3: Management of Actinic Keratoses","year":2015,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; McMaster University; Dermatrials Research; Université Laval; Lynde Centre for Dermatology; University of Toronto; Clinique Neuro-Outaouais; University of Calgary; Centre de Recherche Dermatologique du Québec Métropolitain","funders":"LEO Pharma","keywords":"Medicine; Actinic keratosis; Actinic keratoses; Dermatology; Skin cancer; Keratosis; Immunosuppression; Treatment modality; Melanoma; Photodynamic therapy; Basal cell; Cancer; Surgery; Pathology; 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":[0.0006546014,0.0003154108,0.0002685871,0.002343264,0.002373279,0.001291245,0.001030214,0.0009098258,0.008813775],"category_scores_gemma":[0.001438679,0.0001449717,0.0004856886,0.003068156,0.0005299475,0.0003511146,0.0006578602,0.0006632914,0.001038199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02475694,"about_ca_system_score_gemma":0.08458036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9094803,"about_ca_topic_score_gemma":0.9738871,"domain_scores_codex":[0.9990508,0.00006334287,0.000076183,0.00004724918,0.0005788649,0.0001835658],"domain_scores_gemma":[0.9980312,0.00005757889,0.0001073586,0.00001151666,0.001437324,0.0003550374],"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":[0.00005287516,0.0001631275,0.02255284,0.005045018,0.00004560346,0.001716454,0.001116161,0.0004858745,0.001396458,0.00328254,0.5186093,0.4455338],"study_design_scores_gemma":[0.0000300554,0.00006410015,0.06720056,0.007863576,0.00006304923,0.001685134,0.001571366,0.0002209682,0.0005317032,0.000679279,0.9200561,0.00003401296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.03170212,0.4533608,0.002280075,0.09630048,0.003881713,0.001564763,0.007265801,0.0003643608,0.4032798],"genre_scores_gemma":[0.1871413,0.6258744,0.01407043,0.03177015,0.001788424,0.0006123087,0.008280638,0.0001362439,0.1303261],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09051967,"threshold_uncertainty_score":0.1821055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03381535963940772,"score_gpt":0.2827625870252268,"score_spread":0.2489472273858191,"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."}}