{"id":"W7070950324","doi":"","title":"Quantitative Classification of Pediatric Swallowing through Accelerometry","year":2012,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Hyporeflexia; TSG101; Diafiltration; Articular cartilage damage; Dysgeusia; Proteogenomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0007190021,0.0003842371,0.0003183162,0.001283519,0.0001042485,0.0004604839,0.0001688489,0.0002686862,0.001320707],"category_scores_gemma":[0.003325175,0.0001006606,0.0001931012,0.0007818804,0.0001474714,0.0003208922,0.0002277083,0.0001935024,0.0003093601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001745748,"about_ca_system_score_gemma":0.00023019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002390762,"about_ca_topic_score_gemma":0.003903689,"domain_scores_codex":[0.9996538,0.00008290139,0.0000492377,0.00007129017,0.0001180999,0.00002465293],"domain_scores_gemma":[0.9989985,0.0003058173,0.0003634505,0.00004446425,0.0002447769,0.00004309129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003919287,0.00007341622,0.8006684,0.0001881385,0.00008784181,0.000196257,0.0005924736,0.0009112058,0.03842549,0.0002017369,0.0005230649,0.1577401],"study_design_scores_gemma":[0.000007374999,0.0002314231,0.9906376,0.00002191555,0.00002389718,0.0004179376,0.0005257531,0.003152301,0.004025114,0.00008490503,0.0008627167,0.000009125304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817793,0.0006640041,0.01501642,0.00006449923,0.00002061464,0.00005478872,0.0008092591,0.00006578222,0.001525308],"genre_scores_gemma":[0.9814854,0.0006890076,0.01634215,0.0000158296,0.00002622039,0.00006117553,0.0006460269,0.00001388428,0.0007203398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002390762,"threshold_uncertainty_score":0.004753649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02894751278377737,"score_gpt":0.2949774695918421,"score_spread":0.2660299568080647,"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."}}