{"id":"W4400401548","doi":"10.1016/j.ctro.2024.100817","title":"Clinical outcomes of esophageal squamous cell carcinoma in patients with cirrhosis","year":2024,"lang":"en","type":"article","venue":"Clinical and Translational Radiation Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Pusan National University Hospital; Pusan National University","keywords":"Medicine; Cirrhosis; Internal medicine; Gastroenterology; Hazard ratio; Hepatocellular carcinoma; Esophageal cancer; Confidence interval; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004807802,0.0001072628,0.0004586817,0.0001325048,0.0000242272,0.000006761537,0.00003812035,0.0001704267,0.0001470991],"category_scores_gemma":[0.00009313376,0.00007496582,0.0001441925,0.0001668323,0.0002338908,0.00007069951,0.000008898819,0.0003125793,0.00001479284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003437937,"about_ca_system_score_gemma":0.0004807321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003519796,"about_ca_topic_score_gemma":0.00004062664,"domain_scores_codex":[0.9983841,0.0001638513,0.0007245957,0.000311563,0.0002579135,0.000157957],"domain_scores_gemma":[0.997814,0.001751421,0.00006647728,0.00009788618,0.00008000832,0.0001902011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001000273,0.00121721,0.923808,0.00007610111,0.00006528285,0.00007391988,0.00006618194,0.000008732868,1.156051e-7,0.0006067206,0.00006721578,0.07301027],"study_design_scores_gemma":[0.01026055,0.003554689,0.9845456,0.00001249697,0.000110817,0.000002288675,0.000005195533,0.0003927343,0.000005027721,0.0003564531,0.0006965219,0.00005758278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936627,0.002699008,0.00005298463,0.00201319,0.0001793851,0.0004369276,0.00005513092,0.0000166385,0.0008840688],"genre_scores_gemma":[0.9987804,0.0001216436,0.0004966591,0.0002495417,0.0001088878,0.00002325253,0.000122213,0.00001163934,0.0000857595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07295268,"threshold_uncertainty_score":0.3057018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03624066609294319,"score_gpt":0.3990641616561462,"score_spread":0.362823495563203,"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."}}