{"id":"W2905357051","doi":"10.3747/co.25.4208","title":"Outcomes by Treatment Modality in Elderly Patients with Localized Gastric and Esophageal Cancer","year":2018,"lang":"en","type":"article","venue":"Current Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Toronto General Hospital; Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Hazard ratio; Esophageal cancer; Internal medicine; Perioperative; Confidence interval; Logistic regression; Cohort; Cancer; Retrospective cohort study; Proportional hazards model; Radiation therapy; Disease; Geriatric oncology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003926224,0.0001330662,0.0002938633,0.0006109701,0.0002289118,0.0003409372,0.0001508947,0.0001928096,0.0008124026],"category_scores_gemma":[0.001305327,0.00009201872,0.000365764,0.0007593503,0.0001993931,0.0003561548,0.0003307948,0.0002403519,0.0001232332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003717246,"about_ca_system_score_gemma":0.0002541969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002021961,"about_ca_topic_score_gemma":0.004242665,"domain_scores_codex":[0.9997863,0.00004443155,0.00003196453,0.00004480044,0.00003845241,0.00005406501],"domain_scores_gemma":[0.9990759,0.0001247465,0.0005773669,0.00002262005,0.00006041622,0.0001388919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004094745,0.00000810975,0.9985448,0.000007210807,0.00002049053,0.00007915773,0.00002614174,0.00003786847,0.00006766918,0.000006530501,0.00004776985,0.001113217],"study_design_scores_gemma":[0.000004687184,0.0001023099,0.9984754,0.00001317007,0.00003414,0.0006968775,0.0002148509,0.0001741915,0.00004900119,0.00002228896,0.0002104058,0.000002605621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988685,0.0006181565,0.00005519863,0.000044907,0.000003687597,0.000003969041,0.0001649543,0.000001697488,0.0002389579],"genre_scores_gemma":[0.9994645,0.0002143269,0.00004150278,0.00003017408,0.00001153057,0.000004232181,0.0001971743,6.656324e-7,0.00003599946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002021961,"threshold_uncertainty_score":0.004020393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06642707115952626,"score_gpt":0.4255119263268536,"score_spread":0.3590848551673274,"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."}}