{"id":"W4248025306","doi":"10.1111/j.1540-9740.2004.03469.x","title":"New Therapy Update
William Abramovits, MD;<sup>1</sup> Aditya K. Gupta, MD, PhD, FRCP(C),<sup>2</sup> Section Editors Baylor University Medical Center and UT Southwestern Medical School, Dallas, TX;<sup>1</sup>
University of Toronto, Toronto, Ontario, Canada<sup>2</sup>","year":2004,"lang":"en","type":"article","venue":"SKINmed Dermatology for the Clinician","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Section (typography); Center (category theory); Citation; Medical school; Library science; Gerontology; Medical education; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001427921,0.001227003,0.002292917,0.0002691805,0.001298059,0.0000925823,0.001980206,0.002069466,0.009227011],"category_scores_gemma":[0.001457252,0.001108672,0.0008234704,0.0004118339,0.001804114,0.0008513507,0.0007239048,0.002166914,0.00007964747],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004335192,"about_ca_system_score_gemma":0.01289021,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7074608,"about_ca_topic_score_gemma":0.9168011,"domain_scores_codex":[0.9904488,0.001034652,0.001643512,0.001880262,0.002804375,0.002188395],"domain_scores_gemma":[0.9921789,0.001679357,0.0006261315,0.001710061,0.0007854674,0.003020128],"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":[0.01859977,0.0030861,0.3238593,0.0007736295,0.006943399,0.006031252,0.03350908,0.004120459,0.00002141175,0.0005958211,0.572943,0.02951677],"study_design_scores_gemma":[0.04186158,0.001860552,0.007662229,0.0007109496,0.001028836,0.005588157,0.04222402,0.02271861,0.0001202183,0.0004164725,0.8740071,0.001801302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623663,0.007807297,0.002096828,0.01826067,0.001946643,0.004126698,0.0008667009,0.0003325081,0.00219631],"genre_scores_gemma":[0.958563,0.01898017,0.001013802,0.009484006,0.00569202,0.00003796311,0.001633877,0.0003572088,0.004237948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3161971,"threshold_uncertainty_score":0.999487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01384171097682195,"score_gpt":0.2617514879664521,"score_spread":0.2479097769896302,"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."}}