{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001500073,0.0001915417,0.0002163687,0.0001241911,0.0002755728,0.00002564863,0.0003294251,0.0002940743,0.01464547],"category_scores_gemma":[0.0003329602,0.0001843896,0.00009201749,0.0002336938,0.0002201412,0.0003681364,0.00009336912,0.001152602,0.002832836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000568077,"about_ca_system_score_gemma":0.00007283592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008393636,"about_ca_topic_score_gemma":0.0000744797,"domain_scores_codex":[0.9980472,0.0003056384,0.0004375534,0.0002467193,0.0002696943,0.0006932235],"domain_scores_gemma":[0.9979453,0.001094865,0.0001422103,0.0001926796,0.00006556325,0.000559398],"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":[0.00007493975,0.0002744484,0.01233916,0.00007252643,0.0001258804,0.0006072294,0.0005102672,0.00000974214,0.00248538,0.001393583,0.7946113,0.1874956],"study_design_scores_gemma":[0.001213478,0.00003760725,0.01470513,0.00001023808,0.00007888329,0.0001696776,0.0001414175,0.0002962438,0.01687272,0.00055173,0.9657099,0.0002130172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3175189,0.003731607,0.006525167,0.04886166,0.009951557,0.0008422058,0.0001137206,0.0005130621,0.6119421],"genre_scores_gemma":[0.8851122,0.001269243,0.0006852068,0.1081927,0.001153523,0.00002168507,0.00004421271,0.00002479991,0.003496502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6084456,"threshold_uncertainty_score":0.9979436,"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."}}