{"id":"W4256460672","doi":"10.2310/6620.2003.38452","title":"ACDS President's Message","year":2003,"lang":"en","type":"article","venue":"Dermatitis","topic":"Medical History and Innovations","field":"Arts and Humanities","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":[],"category_scores_codex":[0.00007304467,0.00005197944,0.00006544407,0.00003962603,0.0002532189,0.00005039331,0.00006163397,0.00001901323,0.03413209],"category_scores_gemma":[0.00006621117,0.00004666409,0.00002533834,0.00002491018,0.0001207616,0.0002004159,0.000005897652,0.0000676183,0.0006864668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001271152,"about_ca_system_score_gemma":0.00002013958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002890216,"about_ca_topic_score_gemma":0.0001292255,"domain_scores_codex":[0.9995464,0.00003525984,0.000135977,0.00006672207,0.0001132004,0.0001024198],"domain_scores_gemma":[0.9997551,0.0000257378,0.00003084722,0.0001098017,0.00003980708,0.00003866599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[5.49311e-8,0.00001009792,0.00002696848,0.000007556204,0.000003604235,0.000003325297,0.003105961,1.219079e-7,0.000002229579,0.5185111,0.4780595,0.000269483],"study_design_scores_gemma":[0.00009254053,0.000008045732,0.0002834897,0.000009698004,0.000004811036,0.000004175135,0.000379071,0.000005706851,0.0001219219,0.004566391,0.99446,0.00006417947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005637751,0.0001688148,0.0003000544,0.001166486,0.0007493491,0.00006203561,0.00001602599,0.00006544568,0.991834],"genre_scores_gemma":[0.9181432,0.00001212653,0.0001557747,0.006633802,0.0001982864,0.00002119726,0.00002224935,0.000008472673,0.07480489],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9170291,"threshold_uncertainty_score":0.9667509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0281823299822232,"score_gpt":0.2184849100642839,"score_spread":0.1903025800820607,"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."}}