{"id":"W2792784075","doi":"10.1503/cmaj.171111","title":"Chronic actinic dermatitis","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Ragweed; Dermatology; Medicine; Allergy; Asthma; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009735873,0.0001022811,0.0002097735,0.0002404593,0.0003857812,0.00008504089,0.0001555791,0.000310483,0.04045658],"category_scores_gemma":[0.003708597,0.00009285254,0.00009921766,0.0003048743,0.0001102937,0.00008920285,0.00001566446,0.0008621946,0.00269206],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00363497,"about_ca_system_score_gemma":0.01277161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001642026,"about_ca_topic_score_gemma":0.07392155,"domain_scores_codex":[0.9970907,0.0001392916,0.0003204548,0.0001409189,0.001672104,0.0006365455],"domain_scores_gemma":[0.996491,0.000119407,0.0001054563,0.0001184061,0.0009440212,0.002221773],"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":[0.00001694956,0.00003861711,0.1691331,0.00002255515,0.0002788068,0.002052328,0.0005515655,2.610502e-7,0.0001309695,0.0001515644,0.6853474,0.1422759],"study_design_scores_gemma":[0.001623913,0.0003760894,0.04537017,0.000103792,0.00002504177,0.0122135,0.0002416075,0.0005825177,0.0001934996,0.0001193185,0.9390222,0.0001283583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5888067,0.001108439,0.0003171564,0.2924708,0.001739959,0.0004865694,0.00002919908,0.0000725449,0.1149686],"genre_scores_gemma":[0.9684978,0.0002341917,0.00008872902,0.01974598,0.006938034,0.00000649674,0.00001026362,0.00002394088,0.004454602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3796911,"threshold_uncertainty_score":0.9980845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149568840239459,"score_gpt":0.299102291733955,"score_spread":0.2876066033315605,"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."}}