{"id":"W2154618437","doi":"10.1044/sasd11.3.31","title":"Food for Thought","year":2002,"lang":"en","type":"article","venue":"Perspectives on Swallowing and Swallowing Disorders (Dysphagia)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dysphagia; Multiculturalism; Law; Surgery","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"],"consensus_categories":[],"category_scores_codex":[0.0008942711,0.0005564963,0.0006413381,0.0003475662,0.002015183,0.00009588434,0.0003886413,0.0002825715,0.0006105493],"category_scores_gemma":[0.0003943442,0.0005312379,0.0003578749,0.0003867037,0.000143012,0.0004448646,0.0001865978,0.0007626286,0.0002437794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002637421,"about_ca_system_score_gemma":0.00004571678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004020533,"about_ca_topic_score_gemma":0.00009696864,"domain_scores_codex":[0.9961066,0.0002947436,0.0006454195,0.001146163,0.0005328704,0.00127419],"domain_scores_gemma":[0.9979765,0.0008144336,0.0002004015,0.0005885222,0.0001318385,0.0002882793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001303386,0.00422912,0.06430265,0.001826009,0.006264387,0.00004379216,0.1884701,0.0002565669,0.001451949,0.5165251,0.1276049,0.08772202],"study_design_scores_gemma":[0.02165146,0.006003629,0.02328841,0.001090815,0.001140718,0.000002911202,0.2958934,0.01162003,0.0001338476,0.0157603,0.6197227,0.003691705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5601744,0.01821168,0.01885218,0.02505958,0.004940726,0.007545151,0.00007941452,0.001937822,0.3631991],"genre_scores_gemma":[0.9767639,0.001599103,0.002669818,0.001680887,0.0004032347,0.0007696255,0.00002052022,0.0001290466,0.01596384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5007648,"threshold_uncertainty_score":0.9997139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04368948998631086,"score_gpt":0.3556135121841358,"score_spread":0.311924022197825,"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."}}