{"id":"W1618597863","doi":"10.2310/6620.2011.10105","title":"Chronic Actinic Dermatitis: An Analysis at a Single Institution over 25 Years","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Skin Protection and Aging","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Skin type; Patch testing; Contact dermatitis; Allergy; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007044778,0.0002940813,0.0004585253,0.00167108,0.0009213713,0.0008851768,0.0003467083,0.0004088343,0.001824888],"category_scores_gemma":[0.001904809,0.000354025,0.0004381406,0.002117858,0.0003464161,0.0007426915,0.0006405758,0.0005096236,0.0003300429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007319821,"about_ca_system_score_gemma":0.0009188092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009066995,"about_ca_topic_score_gemma":0.01250597,"domain_scores_codex":[0.9990134,0.0001544504,0.0001277838,0.0002573119,0.0002532291,0.0001937877],"domain_scores_gemma":[0.9970931,0.0003146342,0.001543236,0.0001306463,0.0002964305,0.0006220478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001738142,0.00002242394,0.9989724,0.0000044075,0.00001285958,0.000253776,0.00005320484,0.000008167472,0.00005636592,0.000004255309,0.0000589686,0.0005358295],"study_design_scores_gemma":[0.000005312431,0.000121306,0.9969217,0.00001593185,0.00002666108,0.002058493,0.000461374,0.00008762833,0.00004162046,0.000007525176,0.0002478844,0.000004540286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991075,0.000278838,0.00005114039,0.0000345445,0.000003222763,0.00001218308,0.0001801715,0.000003811965,0.0003286357],"genre_scores_gemma":[0.9993837,0.0002068284,0.00006289552,0.00004293399,0.00001125302,0.00001011169,0.0002134315,0.000002185301,0.00006666256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009066995,"threshold_uncertainty_score":0.01802844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03054249373200022,"score_gpt":0.2675995955178872,"score_spread":0.237057101785887,"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."}}