{"id":"W4410866740","doi":"10.3390/jcm14113803","title":"Clinical Features and Prognosis of Cervical Esophageal Cancer","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Pusan National University","keywords":"Medicine; Esophageal cancer; Cervical cancer; Cancer; Oncology; Internal medicine; Radiology","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":[0.0002568394,0.0001558469,0.000236633,0.0007702513,0.0003277327,0.00039315,0.0001809254,0.0003141308,0.001366648],"category_scores_gemma":[0.001477123,0.00008828515,0.0002436702,0.0008787359,0.0002497559,0.0002308824,0.0002803603,0.0002261869,0.00022692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003955135,"about_ca_system_score_gemma":0.000311534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002684739,"about_ca_topic_score_gemma":0.003560945,"domain_scores_codex":[0.99976,0.00003692841,0.00003858845,0.00005090893,0.00005703874,0.00005653752],"domain_scores_gemma":[0.9990262,0.0001373741,0.0004947943,0.0000367709,0.000131433,0.0001734181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000561577,0.000004229272,0.9987716,0.000007789718,0.0000104527,0.000190499,0.00001158737,0.00002578788,0.0001756771,0.000004902169,0.00004433332,0.0006970082],"study_design_scores_gemma":[0.000002449765,0.00003826216,0.9981193,0.000007629638,0.00001415863,0.001386601,0.00006232645,0.00006584128,0.00006888312,0.00001727862,0.0002151587,0.000002067531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980034,0.0007817342,0.00003729774,0.00005530578,0.00000701886,0.000006341489,0.00042754,0.000002684423,0.0006785894],"genre_scores_gemma":[0.9993196,0.0001299109,0.00002907323,0.00001273623,0.000007542765,0.00000332208,0.0004429269,7.436637e-7,0.00005423002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002684739,"threshold_uncertainty_score":0.005338192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0799776581596515,"score_gpt":0.5146502697752825,"score_spread":0.434672611615631,"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."}}