{"id":"W4214685087","doi":"10.1097/der.0000000000000757","title":"ACDS 32nd Annual Meeting Abstracts, March 17-18, 2021","year":2021,"lang":"en","type":"article","venue":"Dermatitis","topic":"Medical and Biological Ozone Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Login; Internet privacy; World Wide Web; Logo (programming language); Medicine; Computer science; Computer security","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":[0.0003486398,0.0001175641,0.0002964016,0.0000465815,0.000089967,0.0000314958,0.0001005606,0.0001598483,0.01391243],"category_scores_gemma":[0.001046403,0.00008325144,0.0001056668,0.0002776215,0.0001154284,0.00005802767,0.0001456755,0.0004378009,0.0007201109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003469681,"about_ca_system_score_gemma":0.0001764871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006793716,"about_ca_topic_score_gemma":0.00002369972,"domain_scores_codex":[0.998303,0.0001094815,0.0003433443,0.0002618311,0.0005614689,0.0004209033],"domain_scores_gemma":[0.9988583,0.0002629303,0.00004283984,0.00022632,0.0002305977,0.0003790636],"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":[0.00002474751,0.000421418,0.0192426,0.0004266128,0.0001233583,0.00698195,0.0002023725,0.000002799487,0.01030872,0.000157188,0.8151813,0.146927],"study_design_scores_gemma":[0.000795969,0.0001392145,0.2471987,0.0002647689,0.00002483474,0.0006476594,0.0003478563,0.0001087405,0.012436,0.0001881688,0.7376982,0.0001499164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5762381,0.002831534,0.0001029404,0.08192201,0.0002483946,0.0002993042,0.0001222669,0.00007819045,0.3381573],"genre_scores_gemma":[0.9631677,0.001344206,0.002154273,0.009260396,0.0008945617,0.00002339283,0.0003376645,0.00001647162,0.02280137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3869296,"threshold_uncertainty_score":0.986989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0408102961386543,"score_gpt":0.3262931151785641,"score_spread":0.2854828190399098,"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."}}