{"id":"W4417535547","doi":"10.2196/72704","title":"Direct-to-Consumer Teledermatology for Male Androgenetic Alopecia: Narrative Review","year":2025,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative review; Teledermatology; Narrative; Treatment modality; Modality (human–computer interaction); MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007447506,0.0002396569,0.0009163566,0.0002607854,0.0001362146,0.000007972264,0.0001487687,0.0002186984,0.0002855536],"category_scores_gemma":[0.0002957943,0.0002136838,0.0001766636,0.00045827,0.000138535,0.00003665823,0.00006154624,0.0001459069,0.0003385117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003225237,"about_ca_system_score_gemma":0.0002729975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005104193,"about_ca_topic_score_gemma":0.0000606087,"domain_scores_codex":[0.9983739,0.000105176,0.0004787894,0.0004349084,0.0000930247,0.0005142589],"domain_scores_gemma":[0.9989628,0.0001946489,0.00006941723,0.0003939105,0.000178771,0.0002005077],"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":[0.0003431006,0.0002525263,0.04931824,0.005053321,0.0002698822,0.0002449006,0.0006005071,6.638379e-7,0.0003752153,0.001694008,0.9351025,0.006745079],"study_design_scores_gemma":[0.002685026,0.0001176476,0.003381506,0.0008581458,0.0002239706,0.002550269,0.0003239212,0.00003326667,0.002759908,0.0001974352,0.9866188,0.0002500735],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4084162,0.1671452,0.004142023,0.1736631,0.001432442,0.01543214,0.0000804497,0.0005232934,0.2291652],"genre_scores_gemma":[0.9101433,0.003281182,0.001638726,0.07514674,0.00005257032,0.003648275,0.0001352581,0.00004533041,0.005908661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5017271,"threshold_uncertainty_score":0.8713772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01033505193077826,"score_gpt":0.328374556467622,"score_spread":0.3180395045368437,"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."}}