{"id":"W2081832718","doi":"10.3747/co.19.892","title":"What Is the Optimal Management of Dysphagia in Metastatic Esophageal Cancer?","year":2012,"lang":"en","type":"article","venue":"Current Oncology","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Dysphagia; Esophageal cancer; Swallowing; Radiation therapy; Surgery; Palliative care; Stent; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004623668,0.0004110399,0.002063509,0.001843401,0.0008714147,0.002904296,0.001294281,0.00215996,0.001030959],"category_scores_gemma":[0.02226256,0.0003110814,0.0008255722,0.001481196,0.001533186,0.003899706,0.0007177079,0.001690715,0.0007047327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002200499,"about_ca_system_score_gemma":0.003272799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002110112,"about_ca_topic_score_gemma":0.005964039,"domain_scores_codex":[0.9971281,0.00120254,0.000576599,0.0002309402,0.0006545355,0.0002073248],"domain_scores_gemma":[0.992741,0.00257993,0.002196622,0.0001594768,0.001348243,0.0009746891],"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":[0.001059259,0.0007569774,0.3456884,0.003711245,0.000573,0.00217066,0.0007001921,0.001709606,0.001090093,0.001728821,0.03369498,0.6071167],"study_design_scores_gemma":[0.0008006531,0.003982471,0.7931012,0.03189845,0.001806795,0.03379654,0.01549385,0.00980933,0.002137837,0.01653797,0.09022867,0.0004062476],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2702705,0.5580661,0.004980626,0.1526003,0.00209108,0.000151301,0.0006589375,0.0001929919,0.01098817],"genre_scores_gemma":[0.7711608,0.195182,0.01405958,0.01093072,0.007052065,0.0001818943,0.0006447723,0.00007960019,0.0007086337],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004623668,"threshold_uncertainty_score":0.02445257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1135302953601431,"score_gpt":0.438007741924298,"score_spread":0.3244774465641549,"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."}}