{"id":"W2162710479","doi":"10.1044/sasd15.4.19","title":"Food for Thought","year":2006,"lang":"en","type":"article","venue":"Perspectives on Swallowing and Swallowing Disorders (Dysphagia)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001026751,0.00055216,0.0006278189,0.0003449091,0.001942732,0.0001009206,0.0003477584,0.0002788347,0.0001521884],"category_scores_gemma":[0.0002140968,0.0005275736,0.0003531634,0.0003672421,0.0001428701,0.0003991891,0.0001736497,0.0006594699,0.00009905052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002891948,"about_ca_system_score_gemma":0.000117679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002112299,"about_ca_topic_score_gemma":0.0003774554,"domain_scores_codex":[0.9961381,0.0002700464,0.0006942581,0.001123197,0.0005225068,0.001251889],"domain_scores_gemma":[0.9981658,0.0007572654,0.0002166543,0.0005266121,0.0001447457,0.0001888542],"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":[0.00124632,0.00216195,0.08137776,0.0009841811,0.002211875,0.00002222915,0.02623394,0.0004023631,0.001879654,0.8145471,0.05379565,0.01513701],"study_design_scores_gemma":[0.02407497,0.004965023,0.1158425,0.001087924,0.001250234,0.000002530913,0.2203335,0.003522907,0.0003397005,0.06913167,0.5554035,0.004045526],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7032136,0.007822287,0.02600149,0.01135545,0.003191181,0.005335745,0.00006749176,0.001382134,0.2416306],"genre_scores_gemma":[0.9813765,0.0003622028,0.003465763,0.0009360843,0.0005943995,0.0007630929,0.0000598898,0.0001275434,0.01231448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7454154,"threshold_uncertainty_score":0.9997176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02185997002219636,"score_gpt":0.3491056451716742,"score_spread":0.3272456751494778,"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."}}