{"id":"W1984999662","doi":"10.1002/ppul.21489","title":"Is aspiration during swallowing more common in Canadian children with indigenous heritage?","year":2011,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital of Winnipeg; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Swallowing; Medicine; Indigenous; Airway; Logistic regression; Pediatrics; Dysphagia; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002746252,0.0001689492,0.0002424249,0.0005581606,0.0004257596,0.000006949711,0.000240261,0.0002220946,0.0004085743],"category_scores_gemma":[0.00001313479,0.0001593217,0.00002741524,0.0004037571,0.00002311212,0.0001840054,0.00009191567,0.0005048988,0.0001890228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004126589,"about_ca_system_score_gemma":0.0004541108,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3992062,"about_ca_topic_score_gemma":0.5372565,"domain_scores_codex":[0.998112,0.0001451432,0.0003744385,0.0003159907,0.0001184554,0.0009339801],"domain_scores_gemma":[0.9993172,0.00002698164,0.0001509028,0.0002845053,0.00003302586,0.0001873465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002361768,0.0000498992,0.9912123,0.00003980486,0.00003284734,0.00007599911,0.007650873,0.000002543014,0.000003404428,0.0001388623,0.0001615449,0.0006083209],"study_design_scores_gemma":[0.0007129768,0.0001040119,0.9975835,0.00000845818,0.00005476643,0.000003498069,0.0007896093,0.00001945087,0.000005964271,0.0001209218,0.0004214812,0.0001753678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889565,0.0001892191,0.0000167498,0.0004128949,0.0002640029,0.00098943,0.000007798007,0.00007888374,0.00908456],"genre_scores_gemma":[0.9976211,0.0001059394,0.0002771587,0.0008322289,0.0002023298,0.0001915988,0.00003467963,0.00002989871,0.0007050483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1380504,"threshold_uncertainty_score":0.6496951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03138479692412826,"score_gpt":0.3250925932956983,"score_spread":0.29370779637157,"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."}}