{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001986843,0.000246379,0.0004275385,0.0001788889,0.0001967751,0.00002583775,0.0005719365,0.000147792,0.0001206496],"category_scores_gemma":[0.00004227578,0.0001783751,0.0002645134,0.0004823453,0.0002469858,0.0005189014,0.0001120144,0.0005777619,0.000007887455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002269869,"about_ca_system_score_gemma":0.0002682359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002321531,"about_ca_topic_score_gemma":0.0004611916,"domain_scores_codex":[0.998271,0.0001841646,0.0003831233,0.0003643333,0.0004806554,0.0003167],"domain_scores_gemma":[0.9984364,0.00006245465,0.0003504623,0.0006749433,0.0003064215,0.0001693565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005326942,0.0003392275,0.9904304,0.00005013065,0.0001547148,0.000006823917,0.0008889805,0.0000218016,0.005410118,0.00001390483,0.00009147294,0.002059724],"study_design_scores_gemma":[0.003103925,0.0003503045,0.9718118,0.0001430732,0.0003569425,0.000009813158,0.0001614208,3.877759e-7,0.02015705,0.000007769093,0.003736283,0.0001612324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951468,0.000328293,0.00001411605,0.002917819,0.0005308349,0.0005740771,0.0001743342,0.00003168963,0.0002820971],"genre_scores_gemma":[0.9940898,0.0001286436,0.000005865944,0.001421958,0.0001832546,0.000001349919,0.00003535918,0.000021472,0.004112275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01861861,"threshold_uncertainty_score":0.7273925,"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."}}