{"id":"W4393234061","doi":"10.1007/s00455-024-10678-2","title":"The Quantification of Radiation Fibrosis Using Clinically Indicated Magnetic Resonance Imaging for Head and Neck Cancer Patients","year":2024,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto; Dalhousie University; Nova Scotia Hospital; Toronto Rehabilitation Institute","funders":"Canada Research Chairs","keywords":"Medicine; Intraclass correlation; Magnetic resonance imaging; Swallowing; Head and neck cancer; Confidence interval; Otorhinolaryngology; Nuclear medicine; Rank correlation; Dysphagia; Radiation therapy; Fibrosis; Radiology; Internal medicine; Surgery","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":[0.0006730148,0.0001044293,0.0001449407,0.00007078173,0.0004758486,0.00004036602,0.0001163908,0.00006311438,0.00004830757],"category_scores_gemma":[0.0001352384,0.00007944804,0.00003832387,0.0002316136,0.00006640276,0.0001555056,0.00006553575,0.0001584449,0.00001163511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009660366,"about_ca_system_score_gemma":0.0001474976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001964251,"about_ca_topic_score_gemma":0.00004121333,"domain_scores_codex":[0.9985463,0.0001309822,0.0006083511,0.0002644852,0.0001739202,0.000275955],"domain_scores_gemma":[0.9988065,0.0006094041,0.0002276712,0.000182346,0.0001263032,0.00004775223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001557507,0.00005796516,0.5316309,0.0005319247,0.00004266182,4.302051e-7,0.0009582943,0.00001317968,0.0006016389,0.004389933,0.01155046,0.4500668],"study_design_scores_gemma":[0.001224328,0.0001271745,0.8240225,0.0005129636,0.0001437904,7.094744e-8,0.0002283082,0.04133026,0.0001132284,0.0006157796,0.131542,0.0001395835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605694,0.02551173,0.004474008,0.002484542,0.002989586,0.00306297,0.0001465276,0.0001301508,0.0006310897],"genre_scores_gemma":[0.9959128,0.00115109,0.001096597,0.0002411595,0.00009707292,0.0003082695,0.00006128947,0.00002777778,0.001103934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4499272,"threshold_uncertainty_score":0.3659891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04784341053554717,"score_gpt":0.4311258153717792,"score_spread":0.3832824048362321,"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."}}