{"id":"W2889094986","doi":"10.3399/bjgp18x698825","title":"Localised hypopigmentation: clarification of a diagnostic conundrum","year":2018,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Hypopigmentation; Vitiligo; Dermatology; Medicine; Seborrheic keratosis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005663031,0.00006229767,0.0001093432,0.00003147196,0.00006423875,0.00004179705,0.0001169781,0.00007570231,0.00006234304],"category_scores_gemma":[0.002068075,0.00007277747,0.00005903628,0.00007380357,0.00008861187,0.0000315602,0.00001984912,0.00008811877,0.000006560968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001365748,"about_ca_system_score_gemma":0.00009073133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006537327,"about_ca_topic_score_gemma":0.00001718209,"domain_scores_codex":[0.9989636,0.0002204359,0.0004012705,0.0001091747,0.0002102514,0.00009528],"domain_scores_gemma":[0.9984791,0.0001115765,0.0005698365,0.00010153,0.0006781808,0.00005975278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000482856,0.0002937358,0.0008949875,0.00002405197,0.0001711766,0.0000773547,0.0001356373,0.00008812942,0.9175911,0.0003326158,0.0439295,0.03597885],"study_design_scores_gemma":[0.003127704,0.002224439,0.01462816,0.000136881,0.0002336753,0.006069141,0.0007322114,0.0001346464,0.8485003,0.0003167809,0.1236262,0.0002699028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723017,0.001998135,0.02179392,0.000535397,0.0005916082,0.0001237407,0.00001178203,0.000002524818,0.002641144],"genre_scores_gemma":[0.9856989,0.001524916,0.0106662,0.0006794594,0.001053481,0.000002579025,0.00004392741,0.00001079421,0.0003197636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07969666,"threshold_uncertainty_score":0.2967779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038538209222385,"score_gpt":0.2896096331529042,"score_spread":0.2792242510606803,"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."}}