{"id":"W7133211298","doi":"10.2310/derm.1.2007.2125","title":"ACDS News <b>September 2007</b>","year":2007,"lang":"en","type":"article","venue":"Dermatitis","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"MEDLINE; News media","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":[0.0005473926,0.001091267,0.0009051757,0.001054078,0.001594712,0.003252697,0.0009195094,0.00768676,0.2367892],"category_scores_gemma":[0.001973493,0.0004889295,0.001427455,0.0006025749,0.0005680976,0.001218238,0.0007486505,0.005456937,0.137499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258395,"about_ca_system_score_gemma":0.001094822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005584441,"about_ca_topic_score_gemma":0.01947275,"domain_scores_codex":[0.9993218,0.00004952089,0.00003693166,0.00005701244,0.0003924131,0.0001423467],"domain_scores_gemma":[0.9982829,0.0003329885,0.000148472,0.00008245896,0.0007519633,0.0004011785],"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":[0.00008598604,0.00002672237,0.0001049168,0.00007606101,0.000004966342,0.0001229742,0.000003280067,0.00001475279,0.0002979483,0.0001708148,0.9737107,0.02538091],"study_design_scores_gemma":[0.00003474793,0.00004692766,0.001603713,0.0001076334,0.00001085797,0.0001694463,0.00001913351,0.00003208326,0.0003351916,0.00009707553,0.9975345,0.000008657859],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002471068,0.02070273,0.0007984075,0.1546045,0.1832533,0.0002362985,0.003665769,0.001764451,0.6325036],"genre_scores_gemma":[0.005009663,0.00975509,0.000614359,0.05336124,0.04380816,0.00008370703,0.002023864,0.0002283264,0.8851155],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2367892,"threshold_uncertainty_score":0.7921388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1357063032390023,"score_gpt":0.4862367798609268,"score_spread":0.3505304766219245,"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."}}