{"id":"W4410864612","doi":"10.1111/pde.15986","title":"Clinical Features and Current Therapeutic Approaches to Monilethrix: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Pediatric Dermatology","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Medicine; Dermatology; Therapeutic modalities; Treatment modality; Surgery; Internal 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":[0.001116235,0.0009268987,0.002818741,0.004865131,0.0003195275,0.001038164,0.0009450638,0.0008233179,0.005274197],"category_scores_gemma":[0.00513368,0.0003628537,0.0029738,0.004997632,0.0003941882,0.0009643753,0.0006978888,0.0006329062,0.0004008262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008834705,"about_ca_system_score_gemma":0.002440115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003782348,"about_ca_topic_score_gemma":0.01067727,"domain_scores_codex":[0.9992448,0.0001869229,0.000284182,0.00008722701,0.0001595843,0.00003723169],"domain_scores_gemma":[0.9975018,0.00174843,0.0004626833,0.0000293372,0.000213707,0.00004409231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002626647,0.00004107728,0.000907728,0.6827741,0.002834994,0.000261661,0.00016061,0.0001968238,0.0003538734,0.0005844136,0.009302273,0.3023198],"study_design_scores_gemma":[0.0003276795,0.0002908231,0.01028372,0.7533835,0.03761763,0.004052103,0.0005183617,0.0001458192,0.0004381726,0.0009571657,0.1919173,0.00006769483],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001829327,0.9994542,0.00002549294,0.00006596356,0.00002665283,0.00001325602,0.00008067216,0.000001946215,0.0001488901],"genre_scores_gemma":[0.001910997,0.9977398,0.00007925679,0.0001144809,0.00002345243,0.00001860208,0.00006495288,8.567446e-7,0.00004764193],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005274197,"threshold_uncertainty_score":0.01764399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1464596336172463,"score_gpt":0.4100073088743263,"score_spread":0.26354767525708,"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."}}