{"id":"W7162042378","doi":"10.82308/49331","title":"The evaluation of the nutritional outcomes of advanced nutritional care for the treatment of dysphagia in the elderly /","year":2001,"lang":"en","type":"dissertation","venue":"","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dysphagia; Malnutrition; Swallowing; Weight loss; Oropharyngeal dysphagia; Clinical trial","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":[0.001077326,0.0002268698,0.0004167558,0.0002803098,0.0001958442,0.0002060355,0.0001171418,0.0002308236,0.001193379],"category_scores_gemma":[0.001237233,0.00004906018,0.0002734603,0.0002408809,0.0002373126,0.0001271865,0.0001439566,0.0002194835,0.0001216507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010632,"about_ca_system_score_gemma":0.0004357431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001044927,"about_ca_topic_score_gemma":0.002670098,"domain_scores_codex":[0.99977,0.0001213215,0.00001573956,0.00001519566,0.00005455243,0.00002321438],"domain_scores_gemma":[0.9996952,0.00007712875,0.00009193904,0.0000161521,0.00004528794,0.00007435723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1124512,0.02855296,0.1024758,0.002369957,0.0009014063,0.000267538,0.0004364382,0.0005236085,0.01867105,0.0001872543,0.0009934845,0.7321694],"study_design_scores_gemma":[0.004641815,0.3749231,0.611111,0.0002052303,0.0007566567,0.0002072642,0.0002678193,0.0003143653,0.00509416,0.0001176949,0.002342063,0.00001895135],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941811,0.00417863,0.00009221366,0.00007774364,0.00001369654,0.0001906319,0.00006619061,0.000003318215,0.00119625],"genre_scores_gemma":[0.9928774,0.005151055,0.0007529857,0.00007689897,0.00006036733,0.0001562167,0.0001433282,0.000001100555,0.0007805649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001193379,"threshold_uncertainty_score":0.005697489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06939215437878828,"score_gpt":0.4747026546201084,"score_spread":0.4053105002413201,"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."}}