{"id":"W4384257863","doi":"10.1093/dote/doad043","title":"Survival and perioperative outcomes of octo- and nonagenarians with resectable esophageal carcinoma","year":2023,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Medicine; Perioperative; Esophageal cancer; Cohort; Chemoradiotherapy; Adenocarcinoma; Retrospective cohort study; Carcinoma; Surgery; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002760947,0.0001145721,0.0001701543,0.0005357972,0.0002633731,0.00044468,0.0001580361,0.0002392229,0.0008378577],"category_scores_gemma":[0.001054959,0.0001161773,0.0002552468,0.0005558136,0.000173469,0.0003900232,0.0003066927,0.0002631319,0.0001927684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002350959,"about_ca_system_score_gemma":0.0001862309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002914982,"about_ca_topic_score_gemma":0.005960021,"domain_scores_codex":[0.9998287,0.00003703715,0.00002410618,0.00003200768,0.00002817643,0.0000499955],"domain_scores_gemma":[0.9994916,0.00007725187,0.0002635675,0.0000326993,0.00003842769,0.00009647251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008766336,0.0000157364,0.9990299,0.000002147495,0.00001507206,0.00007017283,0.00002208906,0.00001775911,0.00006473761,0.000006618847,0.0000395869,0.0006286306],"study_design_scores_gemma":[0.000004687612,0.0001071545,0.9990514,0.00000298298,0.00001776703,0.0003819258,0.0001588014,0.0001013428,0.00004039859,0.00001578159,0.0001154685,0.000002311216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993511,0.000133865,0.00001820783,0.00001688796,0.000003125979,0.000002008392,0.0002176574,7.35915e-7,0.0002565049],"genre_scores_gemma":[0.9993933,0.0001017784,0.00001623428,0.00001974543,0.000008917514,0.000003499189,0.0003665087,6.280927e-7,0.00008924955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002914982,"threshold_uncertainty_score":0.005796015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627809829203903,"score_gpt":0.2889439698162865,"score_spread":0.2726658715242474,"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."}}