{"id":"W4399208696","doi":"10.3390/jcm13113268","title":"Swallowing Assessment in Post-Comatose Patients: A Feasibility Study on the SWADOC Tool","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fonds Léon Fredericq; European Space Agency; Fundação Bial; Koning Boudewijnstichting; National Natural Science Foundation of China; European Commission; Mind Science Foundation","keywords":"Medicine; Swallowing; Intensive care medicine; Anesthesia; 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":[0.002974822,0.0005024543,0.0004510216,0.0007436334,0.0004232686,0.0004658459,0.0002359243,0.0004313074,0.0007962082],"category_scores_gemma":[0.00610513,0.0002140202,0.0003491601,0.0004832821,0.0004688105,0.0005124439,0.0008374438,0.0003903529,0.0002922191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003534969,"about_ca_system_score_gemma":0.0007666668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001089015,"about_ca_topic_score_gemma":0.00139953,"domain_scores_codex":[0.9987893,0.0005784482,0.0001272386,0.00009385359,0.0002321298,0.0001789777],"domain_scores_gemma":[0.9981716,0.0005654414,0.0002613669,0.0001102402,0.0005058725,0.0003855153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001594446,0.002251161,0.970883,0.0000923304,0.00004461053,0.0006155663,0.001747293,0.0001291353,0.002355957,0.00003939843,0.0001656138,0.02008143],"study_design_scores_gemma":[0.0002615438,0.01221157,0.9823759,0.00003606621,0.00004033165,0.001112045,0.002252811,0.0005236258,0.0005522021,0.00003713397,0.0005741191,0.00002272233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995366,0.00003683006,0.00009068151,0.00001354779,0.000003004456,0.0001302194,0.00002599601,0.000001364937,0.000161816],"genre_scores_gemma":[0.9988595,0.00007816582,0.0006246031,0.00002508443,0.000008256621,0.000249007,0.0001041151,0.000001345053,0.00004988487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002974822,"threshold_uncertainty_score":0.01573253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1865759850252855,"score_gpt":0.5843422621615948,"score_spread":0.3977662771363093,"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."}}