{"id":"W4231829825","doi":"10.1097/01206501-200703000-00013","title":"ACDS News March 2007","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":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007407149,0.001208926,0.0009099863,0.001220604,0.001293438,0.003690396,0.0009765187,0.007942352,0.1558756],"category_scores_gemma":[0.003201547,0.0005442958,0.001454471,0.0007469135,0.0005923065,0.001481411,0.001014608,0.006767892,0.1028172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370359,"about_ca_system_score_gemma":0.001220796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004279395,"about_ca_topic_score_gemma":0.01452821,"domain_scores_codex":[0.9991654,0.00007471236,0.00004843005,0.00006143338,0.000508108,0.0001418343],"domain_scores_gemma":[0.9983211,0.0002719734,0.0001411594,0.00008435278,0.0007881737,0.0003931893],"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":[0.00004144301,0.00001429757,0.00006549939,0.0000774778,0.000004243743,0.0001410664,0.000004545072,0.00001219242,0.00008401679,0.0002505072,0.9742292,0.02507552],"study_design_scores_gemma":[0.00001836142,0.00001790169,0.0004960297,0.00008539108,0.000006768426,0.0001594759,0.0000136573,0.00001695188,0.00006642861,0.00009695199,0.9990184,0.000003549665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001486425,0.05292574,0.0006483582,0.1728283,0.2048929,0.0001938685,0.001834672,0.001041636,0.5641481],"genre_scores_gemma":[0.003390648,0.01814456,0.0003712825,0.05923446,0.04219125,0.00007020113,0.001171111,0.0001111291,0.8753153],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8441244,"threshold_uncertainty_score":0.5214557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1475985396253622,"score_gpt":0.4936750311502415,"score_spread":0.3460764915248793,"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."}}