{"id":"W4412571344","doi":"10.4324/9781003480877","title":"Navigating Eating, Drinking and Swallowing in Adults","year":2025,"lang":"en","type":"book","venue":"","topic":"Child Nutrition and Feeding Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Park","funders":"","keywords":"Swallowing; Psychology; Medicine; Physical medicine and rehabilitation; Developmental psychology; Dentistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002174463,0.0005248632,0.000354749,0.0004136689,0.0007141454,0.002065611,0.0004514834,0.00130106,0.02298258],"category_scores_gemma":[0.0007636408,0.000227039,0.0002847956,0.0003873771,0.0004297112,0.002086214,0.001177089,0.001750528,0.01132871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003408527,"about_ca_system_score_gemma":0.0006414634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228314,"about_ca_topic_score_gemma":0.005014077,"domain_scores_codex":[0.99986,0.00002866182,0.00000936894,0.00001639915,0.00006795685,0.00001751093],"domain_scores_gemma":[0.9998801,0.00005854661,0.00001299682,0.000003960379,0.00001424173,0.00003019498],"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":[0.00003149068,0.0001654553,0.0005991595,0.00071151,0.000006402494,0.001583663,0.004074001,0.000189066,0.001275823,0.006722384,0.6443993,0.3402417],"study_design_scores_gemma":[0.000005839916,0.00006578659,0.001289385,0.0007428969,0.000003772339,0.004487867,0.001772957,0.0001474591,0.0001752846,0.002991101,0.9883068,0.00001080101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01952227,0.1014202,0.01556995,0.03010971,0.01263548,0.0005231318,0.0007760989,0.001816748,0.8176264],"genre_scores_gemma":[0.02952763,0.07247145,0.03220319,0.01545231,0.001988564,0.000367881,0.0006127028,0.0003157071,0.8470606],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02298258,"threshold_uncertainty_score":0.07688433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078048845045982,"score_gpt":0.2889690882601937,"score_spread":0.2781885998097339,"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."}}