{"id":"W4323667595","doi":"10.3390/curroncol30030241","title":"Validity of a Self-Assessment Skin Tone Palette Compared to a Colorimeter for Characterizing Skin Color for Skin Cancer Research","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Skin Protection and Aging","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colorimeter; Skin cancer; Dermatology; Forearm; Skin color; Melanin; Cancer; Pathology; Internal medicine; Biology; Optics; Artificial intelligence","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":[0.002370461,0.0001854706,0.0006935603,0.0005158962,0.0002105898,0.00001987464,0.0001754424,0.0001426709,0.0001009337],"category_scores_gemma":[0.0002990724,0.0001724444,0.0002061703,0.0007529489,0.00007859818,0.00004775592,0.0001524808,0.0003660997,0.00002675622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009762252,"about_ca_system_score_gemma":0.000704868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001188919,"about_ca_topic_score_gemma":0.0001727928,"domain_scores_codex":[0.9975737,0.0002638109,0.0005300483,0.0005013924,0.0003622393,0.0007688237],"domain_scores_gemma":[0.9975736,0.001092926,0.0001813924,0.0002704095,0.0006388414,0.0002428959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007816698,0.005669105,0.06500086,0.005926372,0.0008942992,0.00005291397,0.01188097,0.00004858084,0.4562489,0.001402923,0.2578396,0.1872188],"study_design_scores_gemma":[0.006298789,0.002725489,0.1090451,0.0003668001,0.0001581484,0.00001212468,0.0005546963,0.005661753,0.05525234,0.0001171181,0.819562,0.0002455905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823142,0.00006054543,0.002291084,0.007590586,0.002333281,0.004995323,0.0001410923,0.0001437519,0.0001300777],"genre_scores_gemma":[0.9855713,0.00009643355,0.004440262,0.000504134,0.001104941,0.007820244,0.0001401771,0.00004676321,0.000275798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5617224,"threshold_uncertainty_score":0.703208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3432760001774501,"score_gpt":0.5547315481946417,"score_spread":0.2114555480171916,"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."}}