{"id":"W4240627320","doi":"10.1097/der.0000000000000474","title":"ACDS Annual Meeting Abstracts February 28, 2019, Washington, DC","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Medical and Biological Ozone Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine","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":[0.00042963,0.000134413,0.0003154259,0.00006627175,0.00006313731,0.00002622422,0.0001523105,0.000184445,0.002391299],"category_scores_gemma":[0.0004346802,0.00008763403,0.00009881453,0.0001578972,0.00008300054,0.0001168399,0.0001095128,0.0004419242,0.004156542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003489006,"about_ca_system_score_gemma":0.00007755736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004559332,"about_ca_topic_score_gemma":0.00001127886,"domain_scores_codex":[0.9983661,0.00006736206,0.0003445992,0.0002445273,0.0005411822,0.0004362518],"domain_scores_gemma":[0.9990157,0.0002214428,0.00006707027,0.0002326823,0.0001082731,0.0003547563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000561433,0.0003752191,0.1693538,0.0006557758,0.000124194,0.0007292747,0.0005107117,0.000007930151,0.01511116,0.0002816828,0.7550759,0.05771814],"study_design_scores_gemma":[0.0009761917,0.0003327699,0.8128724,0.0003083351,0.00001737487,0.0001922795,0.000169085,0.0001283327,0.00690906,0.0001722769,0.1777495,0.0001724372],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.914089,0.0005089829,0.00001101008,0.01666996,0.0002117063,0.0003058325,0.00002998706,0.00009280541,0.06808067],"genre_scores_gemma":[0.9857365,0.0002746019,0.0004981331,0.006908428,0.0003415395,0.000008702589,0.0001106593,0.00001329461,0.006108076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6435186,"threshold_uncertainty_score":0.9985207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01840053583732914,"score_gpt":0.2845628907938996,"score_spread":0.2661623549565705,"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."}}