{"id":"W3197863283","doi":"10.1044/2021_ajslp-21-00026","title":"Adherence to Home-Based Swallowing Therapy Using a Mobile System in Head and Neck Cancer Survivors","year":2021,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Misericordia Community Hospital; University of Alberta Hospital; Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Medicine; Swallowing; Dysphagia; Physical therapy; Head and neck cancer; Biofeedback; Quality of life (healthcare); mHealth; Clinical trial; Radiation therapy; Internal medicine; Surgery","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":[0.004099376,0.0002397906,0.002015177,0.001225574,0.0002673056,0.0007886957,0.0004749521,0.0007170222,0.0009381875],"category_scores_gemma":[0.0128643,0.0002174812,0.002051266,0.001740874,0.0002500203,0.0005102764,0.0004609709,0.0004462267,0.00006284429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005395822,"about_ca_system_score_gemma":0.001395055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00636642,"about_ca_topic_score_gemma":0.01291995,"domain_scores_codex":[0.9962823,0.001610653,0.00101267,0.000297709,0.0006698453,0.0001268495],"domain_scores_gemma":[0.9944553,0.002811318,0.002054432,0.0001039133,0.0004419002,0.0001331792],"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":[0.002275605,0.001419881,0.3110524,0.1897889,0.01888561,0.0001683611,0.002095502,0.0004600054,0.0006996963,0.0001813954,0.001268991,0.4717036],"study_design_scores_gemma":[0.001149303,0.007070861,0.8688778,0.07704484,0.03168225,0.0005027913,0.002781634,0.001148938,0.0007394621,0.0003509517,0.008551084,0.0001002511],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4771297,0.51692,0.0005967981,0.001271978,0.0001866985,0.0006510068,0.0013494,0.00001953198,0.001874937],"genre_scores_gemma":[0.8958158,0.101053,0.001098748,0.0006889689,0.0001281726,0.0005742134,0.0004418327,0.000003959454,0.0001954653],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00636642,"threshold_uncertainty_score":0.02167988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0383982552356256,"score_gpt":0.4170147799529225,"score_spread":0.3786165247172969,"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."}}