{"id":"W4414919808","doi":"10.26635/6965.7101","title":"Primary oesophageal melanoma—recognition and evolution of management","year":2025,"lang":"en","type":"article","venue":"New Zealand Medical Journal","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"","keywords":"Esophagus; Primary care; Primary (astronomy); Disease; MEDLINE","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":[],"consensus_categories":[],"category_scores_codex":[0.000341422,0.00009386671,0.0002266535,0.000286072,0.00005960847,0.0000156828,0.00005772675,0.00009545379,0.0004718904],"category_scores_gemma":[0.00005754487,0.00007399348,0.00006929706,0.0001607047,0.00005386235,0.00003879243,0.00005579373,0.0002748201,0.0000151029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001325753,"about_ca_system_score_gemma":0.0002077755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003464855,"about_ca_topic_score_gemma":0.00000855406,"domain_scores_codex":[0.9988435,0.00003708585,0.0003328432,0.0001384748,0.0004835177,0.0001645899],"domain_scores_gemma":[0.9993936,0.00003255028,0.00008583559,0.0000951307,0.00005391739,0.0003389996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000613525,0.0001937101,0.01031697,0.0002698014,0.0003226709,0.0007072308,0.00007980497,6.410498e-7,0.0003387429,0.0004182362,0.05506987,0.9316688],"study_design_scores_gemma":[0.01846661,0.001338721,0.6846526,0.002101357,0.001312499,0.01103104,0.0005351601,0.000238906,0.000746997,0.01303615,0.2662464,0.0002935141],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8591913,0.002725471,0.01867301,0.01326867,0.001952009,0.0007658176,0.000005689196,0.0001050143,0.103313],"genre_scores_gemma":[0.9582029,0.002048715,0.001749262,0.00198488,0.0005812595,0.000005908125,0.00001864772,0.00001305481,0.03539537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9313753,"threshold_uncertainty_score":0.5166869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008858381331398013,"score_gpt":0.2431697881415058,"score_spread":0.2343114068101078,"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."}}