{"id":"W4414337251","doi":"10.1111/pde.70029","title":"Beyond the Skin: A Patient‐Informed Vision for Integrated Vitiligo Care","year":2025,"lang":"en","type":"article","venue":"Pediatric Dermatology","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Vitiligo; MEDLINE; Current (fluid); Data sharing; Patient care","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":[0.007984432,0.0004205383,0.000532911,0.0004314392,0.003330994,0.005294133,0.001964897,0.005282454,0.02321834],"category_scores_gemma":[0.02264894,0.0002389558,0.001062441,0.0002871879,0.002832068,0.006019851,0.01261678,0.0123407,0.004541388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002717848,"about_ca_system_score_gemma":0.01468619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001613697,"about_ca_topic_score_gemma":0.004343993,"domain_scores_codex":[0.9950647,0.002974535,0.0001789196,0.0002973526,0.0009180249,0.0005666164],"domain_scores_gemma":[0.9870574,0.002806904,0.0006356974,0.0009067357,0.001703123,0.006890087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000144772,0.0003555265,0.004150754,0.0004013419,0.00008148387,0.003107752,0.002828912,0.0004835965,0.00076118,0.09299027,0.6293094,0.2653851],"study_design_scores_gemma":[0.0001224053,0.0002298599,0.003527568,0.003007715,0.00008083197,0.005883274,0.005705771,0.0007738235,0.0005440988,0.2593756,0.7206535,0.00009554501],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006227796,0.01040824,0.02102936,0.8614226,0.007171678,0.0002229581,0.00033059,0.000355714,0.09283103],"genre_scores_gemma":[0.4374643,0.03056221,0.1098387,0.3555407,0.0122108,0.0011286,0.00145059,0.0005746376,0.05122935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02321834,"threshold_uncertainty_score":0.07767308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003467678191279484,"score_gpt":0.263870476550441,"score_spread":0.2604027983591616,"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."}}