{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005224423,0.001133525,0.001381351,0.00242306,0.00354161,0.003432769,0.001363488,0.002743001,0.07373308],"category_scores_gemma":[0.003761508,0.0006434767,0.0006035319,0.001757809,0.0006951009,0.000781225,0.001070517,0.002173557,0.02759666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007232038,"about_ca_system_score_gemma":0.01767498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2684363,"about_ca_topic_score_gemma":0.7266825,"domain_scores_codex":[0.9981399,0.0001555841,0.000101879,0.0001741049,0.001029424,0.0003990812],"domain_scores_gemma":[0.992485,0.0002303535,0.0001044967,0.00009622401,0.006081307,0.001002672],"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":[0.0005893746,0.0001741769,0.003430941,0.0002572163,0.0000404688,0.0001674398,0.00007231039,0.00007426235,0.001759937,0.0001752836,0.9089847,0.08427393],"study_design_scores_gemma":[0.0001795834,0.0004283329,0.06063551,0.0006037704,0.0001485562,0.00049031,0.0006591238,0.0002807875,0.001973997,0.0002358007,0.9343036,0.00006050523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06785175,0.1999044,0.004372044,0.1307035,0.0649455,0.001974454,0.02590404,0.001819,0.5025253],"genre_scores_gemma":[0.03071233,0.04657487,0.002613058,0.002325961,0.002833717,0.000167569,0.008939398,0.0002162981,0.9056168],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7315637,"threshold_uncertainty_score":0.5337476,"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."}}