{"id":"W1602575919","doi":"10.22230/jripe.2014v4n2a152","title":"Transdisciplinary Screening and Intervention for Nutrition, Swallowing, Cognition and Communication: A Case Study","year":2014,"lang":"en","type":"article","venue":"Journal of Research in Interprofessional Practice and Education","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Monash University","keywords":"Referral; Medicine; Speech-Language Pathology; Intervention (counseling); Malnutrition; Psychological intervention; Swallowing; Workforce; Scope of practice; Cognition; Nursing; Family medicine; Health care; Gerontology; Physical therapy; Pathology; Psychiatry","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":[0.001593542,0.000682125,0.0005163077,0.001038971,0.00638892,0.001178777,0.00110741,0.00250738,0.001716042],"category_scores_gemma":[0.005906968,0.00057571,0.0006336765,0.001228013,0.001615557,0.0009649778,0.002786258,0.002031741,0.0002697609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002949826,"about_ca_system_score_gemma":0.003083955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006556952,"about_ca_topic_score_gemma":0.02083608,"domain_scores_codex":[0.9980983,0.0009057387,0.0001473375,0.0001464499,0.0002158009,0.0004864029],"domain_scores_gemma":[0.9966952,0.001163912,0.0006244244,0.0001514249,0.0001758536,0.001189299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0004882333,0.009892291,0.3023793,0.0005761117,0.00008568545,0.5294194,0.114395,0.000610837,0.002249069,0.001660497,0.002132091,0.03611153],"study_design_scores_gemma":[0.0002887536,0.0072943,0.2020921,0.0008512759,0.0001281778,0.5315761,0.244647,0.002220815,0.002148716,0.001297932,0.007294867,0.0001600268],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976047,0.0002487146,0.0002938547,0.0005882926,0.0000170268,0.0001053341,0.00001216364,0.000004233606,0.001125613],"genre_scores_gemma":[0.9974856,0.0005874843,0.0008519899,0.0003655557,0.0000396436,0.00009928805,0.00001620613,0.000004599877,0.0005495722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006556952,"threshold_uncertainty_score":0.02140254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1265587850865369,"score_gpt":0.5993976915440964,"score_spread":0.4728389064575595,"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."}}