{"id":"W2246614719","doi":"10.1007/s00455-007-9110-7","title":"DYSPHAGIA RESEARCH SOCIETY, Fifteenth Annual Dysphagia Research Society Meeting, March 8 – 10, 2007, SCIENTIFIC PAPER SESSIONS, Vancouver, British Columbia, Canada","year":2007,"lang":"en","type":"article","venue":"Dysphagia","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dysphagia; Medicine; Otorhinolaryngology; Fifteenth; General surgery; Hepatology; Family medicine; Internal medicine; Surgery; Ancient history","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.02003035,0.0005763177,0.001108578,0.0002738147,0.004323176,0.000742767,0.001284291,0.001005214,0.01482229],"category_scores_gemma":[0.001730021,0.0007273213,0.0005408102,0.003705019,0.003084017,0.0005556724,0.001359277,0.00445699,0.0006217476],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001863937,"about_ca_system_score_gemma":0.007181692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6219395,"about_ca_topic_score_gemma":0.9317479,"domain_scores_codex":[0.9844974,0.00104015,0.001494239,0.002449041,0.005840983,0.004678222],"domain_scores_gemma":[0.9897031,0.001926448,0.0002686825,0.001773216,0.004503404,0.001825121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001603221,0.0006172277,0.05019739,0.0003176643,0.0002964816,0.002951125,0.0009417197,0.0000030731,0.001779329,0.00002395592,0.9323964,0.01031531],"study_design_scores_gemma":[0.003791571,0.0007204674,0.192139,0.0004506984,0.0001316735,0.0004364236,0.006445994,0.0001904867,0.0008906264,0.000355282,0.793648,0.0007997853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9253492,0.01551828,0.00009846433,0.003311573,0.008677647,0.004481255,0.001463886,0.0005200512,0.04057968],"genre_scores_gemma":[0.5609002,0.0005435256,0.004119256,0.002657767,0.001692628,0.0002048471,0.0005771864,0.0002423292,0.4290623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3884826,"threshold_uncertainty_score":0.999629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03175055441026554,"score_gpt":0.3417287308355461,"score_spread":0.3099781764252805,"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."}}