{"id":"W2118877976","doi":"","title":"Predictive model for immunotherapy of alopecia areata with diphencyprone.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Alopecia areata; Proportional hazards model; Alopecia universalis; Internal medicine; Confidence interval; Immunotherapy; Survival analysis; Complete response; Surgery; Dermatology; Gastroenterology; Chemotherapy; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009215448,0.00009660647,0.0002024185,0.00006086192,0.00002804057,0.000004146503,0.00006694214,0.00004595946,0.00001566212],"category_scores_gemma":[0.00004278151,0.0000699884,0.0000573327,0.0001239255,0.00006470747,0.00007009445,0.000007585165,0.00004876963,0.000001056335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002661484,"about_ca_system_score_gemma":0.00006642325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002073204,"about_ca_topic_score_gemma":0.00002637838,"domain_scores_codex":[0.9992664,0.000005835534,0.000143724,0.0001613921,0.000149573,0.0002731053],"domain_scores_gemma":[0.9995112,0.00002478367,0.00004465406,0.0002159019,0.0000926856,0.0001107884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02524819,0.001519631,0.30643,0.0003129406,0.0008677381,0.00002336618,0.003025509,0.001457928,0.0002840179,0.001564795,0.006457055,0.6528088],"study_design_scores_gemma":[0.01823656,0.0008980555,0.92673,0.00006711562,0.0002564933,0.00003881104,0.0005566777,0.0372738,0.001046762,0.002983951,0.01154136,0.0003704184],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7248938,0.001608945,0.2064435,0.001455477,0.00008703597,0.005691365,0.00009898104,0.0001381456,0.05958276],"genre_scores_gemma":[0.9943998,0.0001363504,0.0009482765,0.0003056857,0.00005135538,0.001945349,0.00002968735,0.00002286359,0.002160667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6524384,"threshold_uncertainty_score":0.2854044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02431182208469848,"score_gpt":0.2289586086186445,"score_spread":0.204646786533946,"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."}}