{"id":"W2983024623","doi":"10.23736/s0392-0488.19.06458-7","title":"Italian Guidelines in diagnosis and treatment of alopecia areata","year":2019,"lang":"it","type":"article","venue":"Giornale Italiano di Dermatologia e Venereologia","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Alopecia areata; Medicine; Dermatology; Food and drug administration; Minoxidil; Disease; Hair loss; Atopic dermatitis; Clinical trial; Intensive care medicine; Internal medicine; Pharmacology","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":[0.003680559,0.001009795,0.0009282067,0.002762739,0.0005701924,0.001477904,0.001342083,0.002784001,0.009603183],"category_scores_gemma":[0.005758196,0.0002385574,0.001264698,0.001897067,0.0007447479,0.0007281608,0.001110205,0.003069364,0.007941686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001584139,"about_ca_system_score_gemma":0.003091483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004999812,"about_ca_topic_score_gemma":0.006549282,"domain_scores_codex":[0.9959698,0.001778437,0.0006151045,0.0001673952,0.001196514,0.0002727014],"domain_scores_gemma":[0.9964043,0.0009814864,0.0006899083,0.000182631,0.001476215,0.0002655644],"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":[0.0002663814,0.0001873854,0.001717958,0.003264395,0.0001010694,0.0007727934,0.0002884901,0.0003678362,0.001865547,0.006735624,0.5439271,0.4405055],"study_design_scores_gemma":[0.00008866245,0.00005601585,0.003259589,0.003555298,0.00007602486,0.001574999,0.00004531489,0.00009718609,0.0002172691,0.001364055,0.9896514,0.00001416115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.003406928,0.6974611,0.008337729,0.06730765,0.009743842,0.001007936,0.003264972,0.0009563689,0.2085135],"genre_scores_gemma":[0.06086548,0.6493237,0.07373041,0.08536202,0.02325657,0.004048937,0.01738516,0.0008480984,0.08517965],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009603183,"threshold_uncertainty_score":0.03212583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03576240100331021,"score_gpt":0.2938562115679386,"score_spread":0.2580938105646284,"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."}}