{"id":"W4412764306","doi":"10.17479/jacs.2024.0031","title":"The challenge of managing a gigantic bleeding peripheral melanoma in Canada: a case report","year":2025,"lang":"en","type":"article","venue":"JOURNAL OF ACUTE CARE SURGERY","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Peripheral; General surgery; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005158998,0.0001010095,0.0004302315,0.0003055671,0.00007130668,0.00001639476,0.00006254954,0.00003183645,0.00001817661],"category_scores_gemma":[0.0001376053,0.00007173512,0.0001922073,0.0002801675,0.00002497478,0.0000458576,0.00003939744,0.0002466371,1.333324e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007686676,"about_ca_system_score_gemma":0.001365616,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06916872,"about_ca_topic_score_gemma":0.2194478,"domain_scores_codex":[0.9986142,0.00003912128,0.0007652837,0.000105167,0.0002872609,0.0001889632],"domain_scores_gemma":[0.9988773,0.0002011598,0.0003927746,0.0001929021,0.0002648081,0.00007102564],"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":[0.000530423,0.00004634073,0.03616576,0.0004162762,0.001081098,0.8998057,0.0008422427,0.00003126708,0.0002948198,0.00007365736,0.009566199,0.05114627],"study_design_scores_gemma":[0.002902694,0.0005287444,0.04059476,0.003950982,0.002140316,0.789585,0.07254709,0.0006165826,0.002371968,0.0001823297,0.08406234,0.0005171869],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851838,0.002751732,0.00004752774,0.005492214,0.001812141,0.0001384856,0.000001872095,0.000005997006,0.004566255],"genre_scores_gemma":[0.9984231,0.0006800066,0.0000363281,0.0001853693,0.00009964348,0.000002462919,9.654093e-7,0.000009280764,0.000562854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1502791,"threshold_uncertainty_score":0.9370298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143102421509971,"score_gpt":0.2503976206409532,"score_spread":0.2389665964258535,"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."}}