{"id":"W2912712830","doi":"10.1200/jco.2019.37.4_suppl.162","title":"Surveillance and outcomes after curative resection for gastroesophageal adenocarcinoma (GEAC).","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Perioperative; Surgery; Salvage therapy; Curative treatment; Chemotherapy; Internal medicine; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004435763,0.000103911,0.0001695984,0.0003410326,0.000174553,0.0003542303,0.0001643695,0.0002202839,0.0006329317],"category_scores_gemma":[0.002164149,0.00007809383,0.0002565968,0.0004032691,0.0001939735,0.0002903396,0.0003081805,0.0003242055,0.0001086413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000237331,"about_ca_system_score_gemma":0.0001864121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001359919,"about_ca_topic_score_gemma":0.002356877,"domain_scores_codex":[0.9998237,0.0000409848,0.00002420155,0.00003914305,0.00004028403,0.00003169335],"domain_scores_gemma":[0.9981654,0.0002771367,0.001162919,0.00005465,0.00009517123,0.0002447375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001211049,0.00001531921,0.9976605,0.00001366498,0.00001740937,0.0001011688,0.00002839671,0.00002991859,0.0001062463,0.000005016874,0.00005794756,0.001843309],"study_design_scores_gemma":[0.00000480432,0.0001855172,0.9988797,0.000008118723,0.00001830692,0.0005547095,0.00005429892,0.0001202321,0.0000572244,0.0000132057,0.0001024062,0.000001455758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988436,0.0006451671,0.00003368479,0.00004301018,0.000003805031,0.000003171754,0.0001729389,0.000002566371,0.0002521079],"genre_scores_gemma":[0.9995891,0.0001246657,0.00001853317,0.00001196372,0.000006692263,0.000001638842,0.0002159405,5.787213e-7,0.00003084409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001359919,"threshold_uncertainty_score":0.002704024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08515997921965614,"score_gpt":0.4819853560264239,"score_spread":0.3968253768067678,"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."}}