{"id":"W1517142833","doi":"","title":"Esophageal cancer and management of localized disease: a review.","year":2015,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Esophageal cancer; Chemoradiotherapy; Dysphagia; Esophagogastroduodenoscopy; Esophagectomy; Esophagus; Radiology; Cancer; Adenocarcinoma; Radiation therapy; Oncology; Surgery; Internal medicine; Endoscopy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004354672,0.0009134084,0.001259075,0.002267368,0.0003029951,0.0009285595,0.0008594359,0.0009557405,0.002658383],"category_scores_gemma":[0.001145304,0.0002169663,0.000560171,0.003126699,0.0004080029,0.001371602,0.0004110775,0.001035975,0.001099558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005108402,"about_ca_system_score_gemma":0.001022347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001857856,"about_ca_topic_score_gemma":0.004291771,"domain_scores_codex":[0.9997259,0.00005377523,0.00007883466,0.00004471446,0.00007767035,0.00001913411],"domain_scores_gemma":[0.9994561,0.0002544305,0.0001276661,0.00001036421,0.0001089511,0.00004246274],"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":[0.00008372853,0.00007311567,0.001348103,0.02781066,0.000125887,0.001018896,0.0001075667,0.0003599475,0.000408548,0.0006453088,0.04576567,0.9222525],"study_design_scores_gemma":[0.00005908917,0.0003428314,0.01407589,0.04302153,0.0008063645,0.02898715,0.0005551764,0.0003867942,0.0003333367,0.00171546,0.9096518,0.00006448919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001651284,0.9989774,0.0000521708,0.0002215028,0.0001761544,0.000004017199,0.00001214619,0.000003528665,0.000387854],"genre_scores_gemma":[0.001320797,0.997739,0.0001709526,0.0002328878,0.0002727808,0.000006790261,0.00003594402,0.000001089707,0.0002198871],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002658383,"threshold_uncertainty_score":0.008893251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0610563556162553,"score_gpt":0.4141019289779806,"score_spread":0.3530455733617253,"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."}}