{"id":"W2971020958","doi":"10.1891/9780826194985.0004r","title":"Precancerous or Cancerous Skin Lesions, Canadian Guideline","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Guideline; Medicine; Dermatology; Pathology","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":[0.001746935,0.0008332431,0.0005664388,0.003263941,0.002965239,0.002184701,0.00183433,0.003856703,0.03412212],"category_scores_gemma":[0.00558313,0.0005340816,0.0005968323,0.004617324,0.001176254,0.001107317,0.0006364777,0.003023859,0.00625417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02663172,"about_ca_system_score_gemma":0.09000812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9618761,"about_ca_topic_score_gemma":0.992734,"domain_scores_codex":[0.9987161,0.00009972064,0.0001084597,0.00007815124,0.0008127242,0.0001848471],"domain_scores_gemma":[0.9962971,0.0004483351,0.0001505303,0.00006790301,0.002507967,0.0005281817],"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":[0.00000427181,0.000007273561,0.0002033793,0.0001072328,0.000001640407,0.0000222125,0.00003515439,0.00001964536,0.00002956059,0.001256893,0.9861372,0.01217563],"study_design_scores_gemma":[0.00001502224,0.000006736944,0.005890291,0.0007611089,0.00001398187,0.0001430001,0.00009207763,0.00002442948,0.0000389847,0.000759526,0.9922413,0.00001362738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001711614,0.1603275,0.0008042633,0.1557563,0.01249894,0.0006072053,0.0329014,0.0002496678,0.6351432],"genre_scores_gemma":[0.01142486,0.1701438,0.004853772,0.1297153,0.003329474,0.0004447584,0.01391228,0.0001721934,0.6660036],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03812391,"threshold_uncertainty_score":0.1932276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03350114478494778,"score_gpt":0.2933928087019523,"score_spread":0.2598916639170046,"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."}}