{"id":"W4280517684","doi":"10.1007/s00455-022-10456-y","title":"11th ESSD Congress, 2021","year":2022,"lang":"en","type":"article","venue":"Dysphagia","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"Barts Charity","keywords":"Medicine; Hepatology; Otorhinolaryngology; Family medicine; 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":[0.001664385,0.001033969,0.0007482473,0.001732198,0.002025981,0.005975301,0.00100013,0.008429219,0.1841707],"category_scores_gemma":[0.003248822,0.0003940379,0.001041234,0.0008730041,0.0007623109,0.001534167,0.003180865,0.004020931,0.1151233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002204584,"about_ca_system_score_gemma":0.004632692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009421272,"about_ca_topic_score_gemma":0.03700605,"domain_scores_codex":[0.9987791,0.0001195804,0.00009071776,0.0001420158,0.0005540752,0.0003143869],"domain_scores_gemma":[0.9990104,0.0001111443,0.00005977111,0.00005656409,0.0003748177,0.0003872268],"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":[0.0001051366,0.00008497435,0.0006552085,0.0001249346,0.00001200105,0.0001739632,0.0000330336,0.0001078733,0.0004483994,0.002493788,0.949724,0.04603675],"study_design_scores_gemma":[0.00001802136,0.00002374948,0.002367247,0.0001705809,0.000004889484,0.0000737688,0.00004396086,0.00004231305,0.00009816804,0.0006971404,0.9964534,0.000006791453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004785345,0.01984121,0.0009542492,0.07218202,0.1564708,0.0003623186,0.01141211,0.0004128057,0.7335792],"genre_scores_gemma":[0.003568913,0.00338529,0.0003898288,0.01019651,0.007809379,0.0001303017,0.002910066,0.00008678403,0.9715229],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1841707,"threshold_uncertainty_score":0.6161122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.033570323161947,"score_gpt":0.3906025526961019,"score_spread":0.3570322295341549,"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."}}