{"id":"W4255506309","doi":"10.1097/01206501-200709000-00012","title":"ACDS News September 2007","year":2007,"lang":"en","type":"article","venue":"Dermatitis","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":8,"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":[0.001413468,0.0001047406,0.0001767327,0.0001291438,0.0006610756,0.000009417729,0.000158882,0.0002148052,0.009295859],"category_scores_gemma":[0.0002602134,0.00009359942,0.00004567211,0.0002402739,0.00004129575,0.0001189941,0.00007649394,0.0007103088,0.02334518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001367156,"about_ca_system_score_gemma":0.0003018008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045897,"about_ca_topic_score_gemma":0.001283737,"domain_scores_codex":[0.9976527,0.0002490725,0.0005219562,0.0001713717,0.0003392576,0.001065646],"domain_scores_gemma":[0.9982166,0.0007645838,0.00008613953,0.0003062542,0.0001332921,0.0004930876],"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":[0.000003770278,0.00001429758,0.1607465,0.0001943229,0.000004561086,0.00004263125,0.0008112234,3.334764e-7,0.00001345616,0.0005087519,0.821925,0.01573515],"study_design_scores_gemma":[0.0003342257,0.00001437775,0.243472,0.00006994046,0.00000189668,0.000004303609,0.000433797,0.00002795562,0.00005014021,0.0002596782,0.7552549,0.00007673776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1638042,0.0002522378,0.003956921,0.009156421,0.001392264,0.0007021776,0.00001718811,0.0001941824,0.8205245],"genre_scores_gemma":[0.829641,0.0002232729,0.002052316,0.09215695,0.002157471,0.00009694968,0.00006345942,0.00006351442,0.07354507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7469794,"threshold_uncertainty_score":0.9916098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05533833220536407,"score_gpt":0.4653203230040276,"score_spread":0.4099819907986635,"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."}}