{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01364079,0.0003868684,0.0004183799,0.001380768,0.000303787,0.0009225726,0.000502161,0.0005239,0.001418887],"category_scores_gemma":[0.02822602,0.00016125,0.0008942526,0.0007706533,0.0005347152,0.0007937083,0.0007794622,0.0004447813,0.0005341203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002970199,"about_ca_system_score_gemma":0.0004385307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001066486,"about_ca_topic_score_gemma":0.002012176,"domain_scores_codex":[0.9913111,0.004114318,0.0007122394,0.0008038402,0.002875592,0.0001828618],"domain_scores_gemma":[0.9766283,0.01254057,0.004091099,0.002115905,0.004117202,0.0005069381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003004619,0.0002000871,0.9692795,0.00008613544,0.0001674301,0.00003039415,0.0003209281,0.0004430106,0.002359016,0.0001898388,0.000248061,0.02637525],"study_design_scores_gemma":[0.00003272629,0.001542611,0.9897397,0.00007874068,0.00007962061,0.0002262652,0.0004175542,0.004748089,0.001785105,0.0002938204,0.001030386,0.00002538666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806587,0.0005509062,0.009155037,0.0001129267,0.0001324687,0.0003659391,0.0004715414,0.00006753227,0.008485099],"genre_scores_gemma":[0.9917096,0.0001801352,0.006838144,0.00007346909,0.00004909903,0.0001647609,0.0003465432,0.00002214475,0.0006162055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01364079,"threshold_uncertainty_score":0.07214028,"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."}}