{"id":"W2129695168","doi":"10.1177/1203475415588652","title":"Non-melanoma Skin Cancer in Canada Chapter 1: Introduction to the Guidelines","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":"Lynde Centre for Dermatology; University of Toronto; University of Calgary; Guenther Dermatology Research Centre; Western University","funders":"","keywords":"Medicine; Skin cancer; Actinic keratoses; Dermatology; Basal cell carcinoma; Grading (engineering); Basal cell; Melanoma; Cancer; Pathology; Cancer research; 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":[0.004623672,0.001064462,0.001355347,0.009056894,0.002582658,0.003351419,0.002869987,0.00347089,0.02009449],"category_scores_gemma":[0.01837349,0.0007088941,0.001441085,0.009603061,0.00126177,0.001890414,0.001362877,0.003773199,0.00515849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03103723,"about_ca_system_score_gemma":0.09564891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7114521,"about_ca_topic_score_gemma":0.8577062,"domain_scores_codex":[0.995356,0.0007734385,0.001075144,0.0002621258,0.002058103,0.0004752731],"domain_scores_gemma":[0.9735607,0.0024242,0.001483087,0.0002069181,0.02079054,0.00153454],"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":[0.00001871191,0.00004351263,0.00127601,0.003271361,0.00002186326,0.000136385,0.0002576656,0.0002174576,0.0001136903,0.001849145,0.8958271,0.09696701],"study_design_scores_gemma":[0.0000196372,0.00002175537,0.006235709,0.01523461,0.00004666715,0.0002836906,0.0002718285,0.0001101235,0.00004747538,0.001176573,0.9765177,0.00003430856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002549316,0.4616259,0.006126167,0.27355,0.02699094,0.007599758,0.04372833,0.000855029,0.1769745],"genre_scores_gemma":[0.01668256,0.673206,0.05934364,0.1044317,0.009238449,0.00555765,0.03984497,0.0002776025,0.09141748],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2885479,"threshold_uncertainty_score":0.5804943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04522544433721244,"score_gpt":0.301288160274337,"score_spread":0.2560627159371246,"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."}}