{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007982579,0.0001191641,0.000229685,0.0003020933,0.0001205741,0.000027957,0.00007043431,0.0000867452,0.00387252],"category_scores_gemma":[0.0000342907,0.0001215454,0.0001395312,0.0004918716,0.00006326824,0.0003382367,0.0000393645,0.0001326398,0.0003948117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003373531,"about_ca_system_score_gemma":0.00005556501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005436148,"about_ca_topic_score_gemma":0.0008268803,"domain_scores_codex":[0.9990668,0.0000512675,0.0002458238,0.0002109434,0.000210661,0.0002144764],"domain_scores_gemma":[0.9993839,0.00001190245,0.0001029448,0.0003173132,0.00004273977,0.0001411757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007382705,0.00170633,0.7205784,0.0008832111,0.004390664,0.002504193,0.02849997,0.0002072183,0.01926963,0.003556518,0.02854602,0.189784],"study_design_scores_gemma":[0.0008954541,0.0001166054,0.9531249,0.00008393585,0.0004507515,0.0003098445,0.0001138627,0.002043074,0.009331749,0.00006347192,0.03329621,0.0001700986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795179,0.0002378405,0.002510093,0.0003596818,0.0002304767,0.0002455699,0.000009298594,0.0002120731,0.01667704],"genre_scores_gemma":[0.9964887,0.00004278029,0.0006541312,0.002153483,0.0001503589,0.00002809438,0.00005923657,0.00001581381,0.0004074272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2325466,"threshold_uncertainty_score":0.9970381,"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."}}