{"id":"W4406086993","doi":"10.1007/s00403-024-03722-6","title":"Clinical mimickers of cutaneous melanoma in skin of colour: a systematic review of cases","year":2025,"lang":"en","type":"review","venue":"Archives of Dermatological Research","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada Research Chairs; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Dermatology; Melanoma; Pathology","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":[0.00130599,0.0005313334,0.00195979,0.004996575,0.0002753726,0.00114113,0.0009075518,0.0009830334,0.001905092],"category_scores_gemma":[0.007732464,0.0005889175,0.002595081,0.005913521,0.0003939324,0.001544717,0.00083184,0.0005366018,0.0001642403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005843574,"about_ca_system_score_gemma":0.001415823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002642145,"about_ca_topic_score_gemma":0.01048678,"domain_scores_codex":[0.9977916,0.0003886349,0.001078456,0.0002849033,0.0003917069,0.00006462964],"domain_scores_gemma":[0.9935887,0.004016992,0.001863465,0.0001071723,0.0003330697,0.00009057534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006934942,0.00008403241,0.06693878,0.7461784,0.01742223,0.002906158,0.0008653711,0.0001741639,0.001291808,0.0004063747,0.006434192,0.156605],"study_design_scores_gemma":[0.0004976386,0.000384741,0.2302607,0.5509795,0.107457,0.03435868,0.003427292,0.0002379115,0.0007713813,0.0007069937,0.07069091,0.0002271654],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005647419,0.9935508,0.00005634269,0.00008370285,0.00003909498,0.0000463089,0.0003762367,0.000002307104,0.0001977678],"genre_scores_gemma":[0.05447212,0.944187,0.0003826947,0.0003705378,0.00005193927,0.00005757032,0.0003876815,0.000003336561,0.00008713068],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004996575,"threshold_uncertainty_score":0.006906867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1234064187041758,"score_gpt":0.4695139716202851,"score_spread":0.3461075529161093,"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."}}