{"id":"W2795590939","doi":"10.1177/1460458218766574","title":"Usability testing of an mHealth device for swallowing therapy in head and neck cancer survivors","year":2018,"lang":"en","type":"article","venue":"Health Informatics Journal","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Misericordia Community Hospital; University of Alberta","funders":"Alberta Innovates - Health Solutions; Alberta Cancer Foundation","keywords":"Usability; mHealth; Computer science; Bluetooth; Human–computer interaction; Multimedia; Medicine; Psychological intervention; Nursing; Wireless","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006666781,0.0001461396,0.0004074585,0.0001992422,0.0009793648,0.00002529586,0.0001710644,0.00008729749,0.00005644613],"category_scores_gemma":[0.000261637,0.0001208496,0.00003088133,0.0002991199,0.00006223116,0.000629254,0.00006333542,0.0005263414,0.000003143441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003691601,"about_ca_system_score_gemma":0.001415992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002859634,"about_ca_topic_score_gemma":0.008995979,"domain_scores_codex":[0.9966006,0.0003175419,0.001980752,0.0001023125,0.0002807163,0.0007180288],"domain_scores_gemma":[0.9973959,0.000478549,0.001205349,0.000191014,0.0004085111,0.0003207196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001959848,0.0001360787,0.7382281,0.003048664,0.00003111722,4.24232e-7,0.03263498,0.00006400987,0.000007955457,0.0004673851,0.0006754049,0.2245099],"study_design_scores_gemma":[0.007177986,0.003629695,0.8661022,0.002250176,0.00001932109,0.00000777675,0.02251924,0.04840202,0.00001974001,0.002100038,0.04743214,0.0003396931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928858,0.0002253133,0.001988146,0.00149874,0.0007914255,0.001360155,0.00001231938,0.00002459708,0.001213497],"genre_scores_gemma":[0.9056014,0.001288814,0.08447849,0.007919675,0.0004883794,0.0001183354,0.000007994306,0.00002786535,0.00006900868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2241702,"threshold_uncertainty_score":0.7532581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1804287989278164,"score_gpt":0.5055620928599379,"score_spread":0.3251332939321215,"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."}}