{"id":"W4381663941","doi":"10.2217/mmt-2022-0002","title":"Primary Esophageal Melanoma: A Case Report","year":2022,"lang":"en","type":"article","venue":"Melanoma Management","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Melanoma; Dysphagia; Esophagectomy; Radiation therapy; Esophageal adenocarcinoma; Surgery; Adenocarcinoma; Mucosal melanoma; Esophageal cancer; General surgery; Radiology; Internal medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000632192,0.0003057023,0.0004239946,0.0004794442,0.0005910607,0.00005415876,0.000200632,0.0000450582,0.003486841],"category_scores_gemma":[0.00001220425,0.0003166963,0.0002405476,0.0005276169,0.00004886743,0.00006906238,0.0009032117,0.000354154,0.0002327682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006929223,"about_ca_system_score_gemma":0.00004542974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000100921,"about_ca_topic_score_gemma":0.00001350723,"domain_scores_codex":[0.9972143,0.000112329,0.0005853939,0.0007469151,0.0008338598,0.0005072051],"domain_scores_gemma":[0.9984798,0.00002674568,0.0001938539,0.00102406,0.00004274645,0.0002327583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003401963,0.0005860977,0.001232699,0.0002429094,0.0004823575,0.9373409,0.0001673689,0.00007964156,0.00007616438,0.00290213,0.02942818,0.02712139],"study_design_scores_gemma":[0.002030624,0.0007009409,0.004845392,0.00001167974,0.0004035519,0.4481059,0.001126325,0.0002147648,0.00007140357,0.0001172139,0.5420639,0.0003082538],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5265524,0.0004745879,0.001343892,0.002265547,0.002137399,0.00264717,0.00002504774,0.0007084376,0.4638455],"genre_scores_gemma":[0.8557737,0.00001703539,0.001966835,0.001944077,0.0002256973,0.0006097271,0.0001449113,0.00006363772,0.1392544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5126357,"threshold_uncertainty_score":0.9999285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201118630174038,"score_gpt":0.2404831010169035,"score_spread":0.2284719147151631,"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."}}