{"id":"W4315488533","doi":"10.21608/mjmr.2023.184412.1272","title":"Study Of Inflammatory Infiltrate in Vitiligo","year":2023,"lang":"en","type":"article","venue":"Minia Journal of Medical Research","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Vitiligo; Dermatology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002697007,0.0001832021,0.0002036517,0.001133898,0.0003175515,0.0002722203,0.00009455986,0.0001718312,0.002202842],"category_scores_gemma":[0.0003313608,0.0000913769,0.0001057124,0.000427369,0.0002060129,0.0002077333,0.0001919284,0.0001788101,0.000229819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395393,"about_ca_system_score_gemma":0.0001085593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003087946,"about_ca_topic_score_gemma":0.0002763433,"domain_scores_codex":[0.9998664,0.00003612893,0.00001252622,0.0000288776,0.0000207091,0.00003536387],"domain_scores_gemma":[0.9998124,0.00004062144,0.00005263372,0.000009077597,0.00003532694,0.00004996904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002172745,0.0003565801,0.8437114,0.0004631618,0.00006136953,0.007902256,0.001136747,0.0001336143,0.1119768,0.0002773854,0.0003007061,0.03150726],"study_design_scores_gemma":[0.00008591773,0.001647746,0.9613224,0.00006550786,0.0000797101,0.02378022,0.001094476,0.0003705575,0.007931264,0.0002341939,0.003376864,0.00001113306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951054,0.003062062,0.0002910589,0.00002202082,0.000009698381,0.0000433391,0.00006601463,0.000009203898,0.001391293],"genre_scores_gemma":[0.9984119,0.0007247557,0.000292342,0.0000196697,0.00002606684,0.00002158033,0.00007702681,0.000001510879,0.0004251324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002202842,"threshold_uncertainty_score":0.00736922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08563934891690513,"score_gpt":0.4552060501534953,"score_spread":0.3695667012365902,"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."}}