{"id":"W2511028550","doi":"10.1016/j.mayocp.2016.07.018","title":"Potentially Curable Cancers of the Esophagus and Stomach","year":2016,"lang":"en","type":"review","venue":"Mayo Clinic Proceedings","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"National Cancer Institute","keywords":"Medicine; Disease; Cancer; Multidisciplinary team; Intensive care medicine; Esophagus; General surgery; Internal medicine; Oncology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004554723,0.0003616297,0.001554089,0.0001307055,0.00009911528,0.00002701051,0.0003111617,0.0002545947,0.0003224045],"category_scores_gemma":[0.0003603085,0.000177208,0.0005258154,0.0003247384,0.0003060993,0.00007327239,0.0002258237,0.000491648,0.00007237193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004148007,"about_ca_system_score_gemma":0.001402746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009171439,"about_ca_topic_score_gemma":0.000004291065,"domain_scores_codex":[0.9978037,0.00002442688,0.0006735246,0.0005215624,0.0005452321,0.0004315496],"domain_scores_gemma":[0.998542,0.0001285714,0.0005229525,0.0002832845,0.000276609,0.0002465612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009026135,0.00007044063,0.001879649,0.02483477,0.0005825716,0.00002567313,0.00004339112,2.341439e-9,3.841835e-7,0.000118876,0.006809769,0.9655442],"study_design_scores_gemma":[0.002527914,0.001136479,0.0009314936,0.04781865,0.002539082,0.0002354722,0.00003461929,0.000001113057,0.00004919724,0.0003240452,0.9440673,0.0003346623],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003783341,0.9953156,7.91494e-7,0.0002492692,0.0002633535,0.00154415,0.00007177676,0.00003435722,0.002482848],"genre_scores_gemma":[0.0009837212,0.9872751,0.00007323167,0.00008489184,0.0003416759,0.0001988416,0.000006639896,0.00005965717,0.0109763],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9652095,"threshold_uncertainty_score":0.7226332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05701300300992781,"score_gpt":0.3978361644364722,"score_spread":0.3408231614265444,"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."}}