{"id":"W2006321649","doi":"10.1007/s004550000044","title":"Oropharyngeal Dysphagia in Esophageal Cancer Before and After Transhiatal Esophagectomy","year":2001,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Swallowing; Esophagectomy; Dysphagia; Esophageal cancer; Oropharyngeal dysphagia; Hyoid bone; Stage (stratigraphy); Head and neck cancer; Cancer; Abnormality; Surgery; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007236017,0.0005280309,0.0006779628,0.0003643648,0.0004336811,0.00004472904,0.0003647313,0.000352036,0.007436776],"category_scores_gemma":[0.00003284225,0.0004865753,0.0001036592,0.0006964472,0.0001945026,0.0006645823,0.0002708762,0.001080893,0.0005171279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003384747,"about_ca_system_score_gemma":0.000242489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001014007,"about_ca_topic_score_gemma":0.007428398,"domain_scores_codex":[0.9959068,0.000354973,0.0009343988,0.0008550359,0.0005194473,0.001429396],"domain_scores_gemma":[0.9986307,0.0001631745,0.0002054733,0.0005064047,0.00009796255,0.0003962754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005071578,0.000207053,0.9698192,0.0003627645,0.0001924617,0.001460487,0.004568931,0.00001220848,0.00005814049,0.002534772,0.004038834,0.01623798],"study_design_scores_gemma":[0.004767252,0.0001572641,0.9617181,0.0001814275,0.00015288,0.00001177308,0.0008912266,0.0005529132,0.00002404202,0.0007892103,0.030282,0.0004719019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776703,0.003248178,0.0002562366,0.001918958,0.001905071,0.001945808,0.00008027977,0.0002681017,0.01270714],"genre_scores_gemma":[0.9762909,0.0007384397,0.0005448014,0.00261264,0.0004882848,0.001390329,0.00006328742,0.00009764963,0.01777369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02624316,"threshold_uncertainty_score":0.9997586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177475369112165,"score_gpt":0.3599705134849361,"score_spread":0.3422229765737196,"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."}}