{"id":"W3187078386","doi":"10.15406/ogij.2021.12.00581","title":"Melanoma of vulva in situ, presentation of a case","year":2021,"lang":"en","type":"article","venue":"Obstetrics & Gynecology International Journal","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Vulva; Medicine; Melanoma; Dermatology; Lesion; Presentation (obstetrics); Pathology; Surgery; Cancer research","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":[0.0003167481,0.002406931,0.0008101653,0.003547589,0.003175033,0.00257099,0.001278206,0.005751809,0.003437403],"category_scores_gemma":[0.003258369,0.0008992631,0.0008423538,0.001668064,0.001441285,0.001986201,0.001591715,0.002780854,0.001574583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001212663,"about_ca_system_score_gemma":0.0006376046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001569657,"about_ca_topic_score_gemma":0.002391174,"domain_scores_codex":[0.9994085,0.00004980141,0.00006524439,0.0001780921,0.0001000398,0.0001982949],"domain_scores_gemma":[0.9992834,0.0001221129,0.0001725295,0.00006933937,0.0000405275,0.0003121558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001250831,0.00004778511,0.003709427,0.00003986576,0.000005287778,0.9930442,0.0001603283,0.00007981768,0.0007367553,0.0002804272,0.000441116,0.001442443],"study_design_scores_gemma":[0.000003392664,0.00002264359,0.00182868,0.00001460377,0.000004027971,0.9971783,0.0001165117,0.00007092752,0.0001038325,0.0001427574,0.0005093857,0.000004985838],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8975533,0.02072928,0.003981133,0.007353446,0.001786622,0.0004337377,0.0007783585,0.0004931211,0.06689089],"genre_scores_gemma":[0.9882678,0.004328962,0.001219892,0.00133441,0.001475174,0.00006349038,0.0001442723,0.00003742251,0.003128535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005751809,"threshold_uncertainty_score":0.01149923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01751333473559038,"score_gpt":0.2999333530881766,"score_spread":0.2824200183525863,"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."}}