{"id":"W4315630767","doi":"10.1044/2022_ajslp-22-00196","title":"Temporal Trends in Clinician-Assessed and Patient-Reported Swallowing Outcomes in Oropharyngeal Cancer Patients","year":2023,"lang":"en","type":"article","venue":"American Journal of Speech-Language Pathology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Misericordia Community Hospital; University of Alberta","funders":"","keywords":"Medicine; Swallowing; Dysphagia; Quality of life (healthcare); Physical therapy; Head and neck cancer; Nice; Cancer; 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":[0.001956781,0.0001447261,0.0003412532,0.00090017,0.0003588871,0.0006723474,0.0003379298,0.0003209246,0.0007294759],"category_scores_gemma":[0.006121072,0.0001440949,0.000403746,0.001791578,0.0002452694,0.0006513747,0.0005695701,0.0005478815,0.0001621225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006288748,"about_ca_system_score_gemma":0.0006428705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004527637,"about_ca_topic_score_gemma":0.007888345,"domain_scores_codex":[0.9987142,0.000279368,0.0002179793,0.0002509297,0.0003597617,0.0001776709],"domain_scores_gemma":[0.994948,0.0008653168,0.002803354,0.0001788636,0.000907501,0.0002968859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006872956,0.00001217739,0.9985436,0.0000099573,0.00002057522,0.00002349517,0.0000969279,0.00001768831,0.00005115688,0.000005964756,0.00004295611,0.001106798],"study_design_scores_gemma":[0.000001747575,0.00007963436,0.9993124,0.000005021539,0.00001332678,0.0001021295,0.0002359279,0.00008545386,0.00004986134,0.000005936201,0.0001056749,0.000002989373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987692,0.00032439,0.00006165967,0.00003937193,0.000004026394,0.00001272129,0.0004859483,0.000002755526,0.0002999256],"genre_scores_gemma":[0.9992591,0.00008860629,0.00006649665,0.00001148125,0.000004686933,0.00001562548,0.0005054874,0.00000130039,0.00004734989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004527637,"threshold_uncertainty_score":0.01034856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03121476470832813,"score_gpt":0.4289475387961279,"score_spread":0.3977327740877998,"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."}}