{"id":"W2770483308","doi":"10.1186/s40814-017-0199-7","title":"The feasibility of assessing swallowing physiology following prolonged intubation after cardiovascular surgery","year":2017,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto General Hospital; University Health Network; University of British Columbia","funders":"University Health Network","keywords":"Swallowing; Medicine; Dysphagia; Intraclass correlation; Intubation; Physical therapy; Rating scale; Anesthesia; Population; Surgery; Psychology; Psychometrics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005658819,0.0002094069,0.0007436033,0.00004593884,0.003520167,0.00006246666,0.0002176001,0.00007276588,0.000005862667],"category_scores_gemma":[0.003349761,0.0001385579,0.0003367261,0.00006368823,0.0004058757,0.0004739715,0.0006814535,0.000285137,0.000004483228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001516673,"about_ca_system_score_gemma":0.00009584305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001601156,"about_ca_topic_score_gemma":0.0005381032,"domain_scores_codex":[0.9972716,0.0008312582,0.0006391926,0.0004883211,0.0003151697,0.0004544347],"domain_scores_gemma":[0.9963616,0.001804644,0.0003954094,0.001139803,0.0002435745,0.00005493519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002202513,0.00007669414,0.9902226,0.0005420983,0.001080863,0.000002394336,0.001181997,7.386601e-7,0.0002180604,0.00009647442,0.0002068321,0.006151033],"study_design_scores_gemma":[0.0007479573,0.00009862366,0.9914467,0.0001768868,0.000240067,8.972071e-8,0.00394579,0.00002867877,0.00002430818,0.002719575,0.0004343614,0.0001369171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898478,0.005009461,0.00008960053,0.0009622084,0.001562398,0.001620065,0.000002976751,0.00005017603,0.0008553092],"genre_scores_gemma":[0.9983112,0.00079758,0.00009857972,0.00006637896,0.000154387,0.0003518048,0.000003470438,0.00001450552,0.0002020623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008463426,"threshold_uncertainty_score":0.9977771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3419281166937201,"score_gpt":0.491329130456131,"score_spread":0.1494010137624109,"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."}}