{"id":"W2997669071","doi":"10.1097/der.0000000000000531","title":"Chronic Actinic Dermatitis Revisited","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Skin Protection and Aging","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004784085,0.0001119502,0.0002157342,0.00005445611,0.0000954361,0.00003550515,0.00006440804,0.0000569719,0.002907493],"category_scores_gemma":[0.0001460149,0.0001075362,0.00008820381,0.0002942627,0.00002719783,0.0001300944,0.00003809396,0.0002223698,0.001601997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006440189,"about_ca_system_score_gemma":0.00006185398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001453824,"about_ca_topic_score_gemma":0.000002423619,"domain_scores_codex":[0.9991531,0.00003675892,0.0002345282,0.0001749954,0.0001854764,0.0002151857],"domain_scores_gemma":[0.9994913,0.000028381,0.00006852232,0.0001668424,0.0000472616,0.0001976626],"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":[0.0000114309,0.00006022465,0.0168764,0.002020018,0.0002412163,0.00100603,0.00281245,0.00001566361,0.0090228,0.000779236,0.7848843,0.1822703],"study_design_scores_gemma":[0.001514651,0.0001238813,0.08754874,0.0003297916,0.00005892595,0.0007808122,0.0001017359,0.003018867,0.01601758,0.00004689716,0.890264,0.0001941618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1719407,0.006699898,0.03062942,0.6389736,0.0008418371,0.002344992,0.00005442655,0.002342185,0.1461729],"genre_scores_gemma":[0.945201,0.0001901142,0.0007025528,0.05288589,0.0006201591,0.00002180222,0.00003409888,0.00002206827,0.0003222502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7732604,"threshold_uncertainty_score":0.9991754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02338825809706888,"score_gpt":0.2706896964726945,"score_spread":0.2473014383756256,"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."}}