{"id":"W4206155996","doi":"10.1002/9781444300161.ch31","title":"Actinic Keratoses and Bowen's Disease","year":2008,"lang":"en","type":"other","venue":"","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mediprobe Research (Canada); Sunnybrook Health Science Centre","funders":"","keywords":"Actinic keratoses; Dermatology; Bowen's disease; Clinical Practice; Medicine; Family medicine; Pathology; Basal cell","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001191551,0.0002717224,0.0004693622,0.003221712,0.0006681621,0.001700286,0.0004836104,0.0009403985,0.07961871],"category_scores_gemma":[0.003605259,0.0001764059,0.000321302,0.005461383,0.0004469291,0.001740803,0.0009126546,0.0008159453,0.005313881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008891535,"about_ca_system_score_gemma":0.001318664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013012,"about_ca_topic_score_gemma":0.01883239,"domain_scores_codex":[0.9994236,0.0001845702,0.00009602575,0.00004596451,0.0002020873,0.00004780036],"domain_scores_gemma":[0.9981184,0.001105783,0.00025038,0.00008651728,0.0002699593,0.0001689892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002160521,0.0001933015,0.01044863,0.006027542,0.00003682851,0.001367704,0.0005333311,0.00007964197,0.0003332929,0.02098697,0.4393284,0.5204483],"study_design_scores_gemma":[0.00007001414,0.0001112917,0.04636638,0.01197271,0.00006969583,0.005981635,0.00235061,0.00004878889,0.0003007871,0.008579057,0.9241269,0.00002208246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008220946,0.4379261,0.0004968903,0.02025747,0.00468794,0.0002428836,0.003521112,0.00009419781,0.5245525],"genre_scores_gemma":[0.0530258,0.6894512,0.003246221,0.01124651,0.007930878,0.0003515736,0.003674799,0.00008440833,0.2309886],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07961871,"threshold_uncertainty_score":0.2663512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441760778116155,"score_gpt":0.2704224687760656,"score_spread":0.256004860994904,"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."}}