{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001744548,0.0003193278,0.0004493887,0.001873474,0.000467003,0.001298353,0.0009036396,0.001416424,0.0007153568],"category_scores_gemma":[0.009904093,0.0002347362,0.0003667033,0.0007956166,0.0006272523,0.001464171,0.0005231181,0.001390447,0.0003619304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881119,"about_ca_system_score_gemma":0.001505403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007602293,"about_ca_topic_score_gemma":0.008329699,"domain_scores_codex":[0.9988931,0.00021652,0.0001944489,0.0001810857,0.0003372585,0.0001776057],"domain_scores_gemma":[0.9976869,0.0006312659,0.0005661807,0.00008414313,0.0007203863,0.0003112108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004297163,0.0004785676,0.5416605,0.0004437341,0.0001004262,0.006448294,0.0008204319,0.001304733,0.002479654,0.001559356,0.008343721,0.4359309],"study_design_scores_gemma":[0.00004259254,0.0007969656,0.8725982,0.001436572,0.0001179564,0.08193368,0.002693581,0.006139324,0.001006827,0.001778862,0.03137605,0.00007947505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6545615,0.2714739,0.005390713,0.03832913,0.001338517,0.00009936089,0.0002785995,0.0001420961,0.02838628],"genre_scores_gemma":[0.9248162,0.06480529,0.003769744,0.002095762,0.002348176,0.00002858413,0.0004051135,0.00002718796,0.001704073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007602293,"threshold_uncertainty_score":0.0151161,"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."}}