{"id":"W4289756062","doi":"10.1177/26345161221115360","title":"Treatment Options for Patients With Persistent Disease After Initial Endotherapy for Esophageal Neoplasia","year":2022,"lang":"en","type":"article","venue":"Foregut The Journal of the American Foregut Society","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Disease; Esophagectomy; Surgery; Esophagus; Salvage therapy; Dysplasia; Esophageal cancer; Intensive care medicine; Internal medicine; Cancer; Chemotherapy","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":[0.0001944286,0.0001950434,0.0004135053,0.0003734263,0.0008774407,0.000564918,0.0003181084,0.00111329,0.01240061],"category_scores_gemma":[0.0006964314,0.00006226946,0.0006511848,0.0002204295,0.0001946796,0.0006704445,0.0005646707,0.001442831,0.001754158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002197555,"about_ca_system_score_gemma":0.0004168683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003174598,"about_ca_topic_score_gemma":0.001275912,"domain_scores_codex":[0.9999189,0.00001245017,0.00001084764,0.000009341566,0.00001951802,0.00002887973],"domain_scores_gemma":[0.9997855,0.00004787229,0.00003842093,0.000005627604,0.00001849452,0.0001042301],"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":[0.001106149,0.0009597231,0.06422488,0.001718952,0.0001475114,0.05245088,0.000911752,0.001166025,0.007364823,0.004550286,0.1373965,0.7280025],"study_design_scores_gemma":[0.0009830877,0.002803477,0.127344,0.005066467,0.0003732943,0.1805915,0.0030455,0.00231123,0.003515531,0.01794682,0.6558818,0.0001373536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.371375,0.2517121,0.01512846,0.1264512,0.005108408,0.0006864382,0.001175801,0.0007369023,0.2276257],"genre_scores_gemma":[0.8312351,0.08078743,0.0130424,0.03134985,0.004874163,0.0005594446,0.002501045,0.0001270483,0.03552354],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01240061,"threshold_uncertainty_score":0.04148424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01308262129029419,"score_gpt":0.2939876817631872,"score_spread":0.280905060472893,"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."}}