{"id":"W4286254413","doi":"10.14740/jmc3930","title":"Two Patients With Difficulty in Swallowing due to Dysphagia Lusoria","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Swallowing; Dysphagia; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001903242,0.0001151346,0.0003392085,0.0002243997,0.0003254352,0.000009423908,0.0003635673,0.00004609632,0.004300294],"category_scores_gemma":[0.0006632465,0.00007914421,0.00005518541,0.000347427,0.00001889477,0.0001250485,0.0003893054,0.001107741,0.00002048775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003811347,"about_ca_system_score_gemma":0.0004234244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001555865,"about_ca_topic_score_gemma":0.0002198561,"domain_scores_codex":[0.9962094,0.00048451,0.0007143483,0.0001368542,0.002083826,0.0003710478],"domain_scores_gemma":[0.9985358,0.0005270244,0.0003149503,0.0001239978,0.0001200386,0.0003781656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001345753,0.001706009,0.7247342,0.0001500977,0.0002281641,0.01059733,0.003523334,0.0004075013,0.00001308866,0.001600004,0.2440656,0.01162895],"study_design_scores_gemma":[0.01596431,0.002406089,0.7842808,0.0006775022,0.0001389461,0.0000992768,0.01327638,0.0001429913,0.000003840037,0.0001206386,0.1825608,0.00032846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896362,0.00007063944,0.0002750524,0.006066927,0.001764541,0.0004175248,0.000006947581,0.00001337445,0.001748785],"genre_scores_gemma":[0.995118,0.000009635032,0.0004196061,0.003622754,0.0002917178,0.00004738882,0.000007566251,0.00001605891,0.0004672722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06150482,"threshold_uncertainty_score":0.9966099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02962495110615118,"score_gpt":0.3950243454732917,"score_spread":0.3653993943671405,"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."}}