{"id":"W3198785807","doi":"10.1007/s00455-021-10355-8","title":"Natural History of Cricopharyngeus Muscle Dysfunction Symptomatology","year":2021,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Petro-Canada; BP (Canada); Centre for Global Health Research; University of Calgary","funders":"","keywords":"Dysphagia; Medicine; Swallowing; Retrospective cohort study; Cohort; Diverticulum (mollusc); Internal medicine; Hepatology; Natural history; Population; Cohort study; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002846235,0.0001568904,0.0003334455,0.0001114782,0.0001362015,0.000003065432,0.0001600958,0.0001453222,0.005535767],"category_scores_gemma":[0.0001166044,0.0001542341,0.00008977742,0.0002027278,0.00006608543,0.0001758334,0.0002001359,0.0004001206,0.0005988914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005551205,"about_ca_system_score_gemma":0.0005941612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009141231,"about_ca_topic_score_gemma":0.0000737166,"domain_scores_codex":[0.9981428,0.0003321715,0.0005169985,0.0003221814,0.0002563169,0.0004295795],"domain_scores_gemma":[0.9987469,0.0002136263,0.0002621526,0.0004180289,0.0002723042,0.00008693428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007908803,0.0003806949,0.03824698,0.000948861,0.0004187927,0.0001679812,0.002647555,0.000007413325,0.01892972,0.05088154,0.877658,0.009633387],"study_design_scores_gemma":[0.001933552,0.00006520355,0.1581399,0.00008186876,0.0001597651,0.00000639241,0.001422662,0.0004510829,0.0004256052,0.0004908082,0.8365792,0.0002439363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5276476,0.01046569,0.00172661,0.002217322,0.04099748,0.00110254,0.00001811932,0.0005274013,0.4152972],"genre_scores_gemma":[0.8805961,0.000119225,0.0007971595,0.001920868,0.0001568037,0.00008547638,0.00008303834,0.00002883875,0.1162125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3529485,"threshold_uncertainty_score":0.9953733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02803308389904694,"score_gpt":0.343276656937883,"score_spread":0.315243573038836,"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."}}