{"id":"W2009897245","doi":"10.5539/cco.v1n1p159","title":"Self-Expandable Metal Stents in Palliation of Inoperable Esophageal & Gastro-Oesophageal Carcinoma","year":2012,"lang":"en","type":"article","venue":"Cancer and Clinical Oncology","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dysphagia; Esophagus; Surgery; Stent","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":[0.0002092882,0.0001068094,0.0002564899,0.0002026621,0.00007507784,0.0001430806,0.0001081561,0.0001590957,0.0004616479],"category_scores_gemma":[0.0003865619,0.000040595,0.0002016048,0.0001754138,0.00008114766,0.000125979,0.0001136004,0.0001084257,0.00009245304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001163299,"about_ca_system_score_gemma":0.0001534743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001374344,"about_ca_topic_score_gemma":0.000390424,"domain_scores_codex":[0.9999169,0.00002649,0.00001410603,0.000009155084,0.00001871991,0.00001470293],"domain_scores_gemma":[0.9998367,0.00004862086,0.00006125159,0.000006021975,0.0000161885,0.00003122648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007083174,0.001315363,0.7226961,0.001076912,0.0004117678,0.005285497,0.0003480917,0.0006405947,0.02317168,0.0001030435,0.0006538962,0.2372139],"study_design_scores_gemma":[0.0002933804,0.02168001,0.9368528,0.0001759647,0.0004624038,0.01749821,0.0004290818,0.0008673718,0.01547427,0.00009821868,0.006150751,0.00001753736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943563,0.005262836,0.00004028604,0.00004067607,0.000007854082,0.0000056259,0.00001674969,0.000002595612,0.0002670138],"genre_scores_gemma":[0.9968785,0.002610046,0.0001753394,0.00004271591,0.0000251714,0.000006260377,0.00005152616,0.000001058296,0.0002093872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004616479,"threshold_uncertainty_score":0.001544356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0730325795567614,"score_gpt":0.4168479157584252,"score_spread":0.3438153362016638,"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."}}