{"id":"W1517769802","doi":"","title":"Poster Introductions III--The Lifecourse of Esophageal Cancer Patients Traced by Means of the Lifegrid","year":2009,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Multiple and Secondary Primary Cancers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Cancer; Medicine; Esophageal cancer; General surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002261604,0.000894297,0.0006207816,0.001180769,0.001312674,0.002347968,0.001410651,0.00153081,0.3822744],"category_scores_gemma":[0.005994085,0.0003332696,0.001211012,0.0007915195,0.0003553673,0.0009560598,0.002819218,0.002072724,0.07230391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001475183,"about_ca_system_score_gemma":0.002089102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001970805,"about_ca_topic_score_gemma":0.003208453,"domain_scores_codex":[0.9992831,0.0002462562,0.00006329679,0.0001273011,0.0001484528,0.0001316797],"domain_scores_gemma":[0.9970167,0.0006552286,0.0001513425,0.0001225603,0.0008901825,0.001163987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000410508,0.0001518697,0.0009250101,0.0009289481,0.00001075257,0.0002126475,0.0008136993,0.0001725919,0.0004424154,0.0021138,0.9235819,0.07023572],"study_design_scores_gemma":[0.0001318109,0.0004578903,0.005396908,0.001680293,0.00001227567,0.0003774608,0.001217232,0.0001568295,0.0003280709,0.002866138,0.9873407,0.00003430357],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02584907,0.01292687,0.01789662,0.08273277,0.1418277,0.0138409,0.06864101,0.004255713,0.6320292],"genre_scores_gemma":[0.07935239,0.01814758,0.02597127,0.02132769,0.03629925,0.02008891,0.0415269,0.001734479,0.7555516],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3822744,"threshold_uncertainty_score":0.8811105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03946696887264465,"score_gpt":0.3016416640726789,"score_spread":0.2621746952000343,"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."}}