{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006027415,0.0004236196,0.0005200905,0.001934094,0.002411582,0.001165229,0.0009160409,0.0008981545,0.002466273],"category_scores_gemma":[0.003376385,0.0003489045,0.0007034825,0.004163584,0.001390141,0.0005629106,0.0007787941,0.0008272463,0.0001902396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008221816,"about_ca_system_score_gemma":0.01055304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9335392,"about_ca_topic_score_gemma":0.946596,"domain_scores_codex":[0.9987602,0.00006217312,0.00007704905,0.0001639488,0.0004833533,0.0004532717],"domain_scores_gemma":[0.9979296,0.0001718676,0.0009470483,0.00005818995,0.0005449936,0.0003483362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003151682,0.00001266866,0.9945866,0.00003942369,0.00002067982,0.001030066,0.00083785,0.00001817379,0.0001741294,0.00004327856,0.0002717434,0.002933791],"study_design_scores_gemma":[0.000002260137,0.00001945774,0.9952818,0.00004416177,0.00002565257,0.001704803,0.002342028,0.00006474111,0.00003563552,0.00001761511,0.0004515683,0.0000103017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947041,0.00145536,0.00005619418,0.0004861596,0.00002176325,0.0000173946,0.0004488014,0.000008296661,0.002801858],"genre_scores_gemma":[0.9981102,0.001158103,0.0001127328,0.0001130983,0.00001890055,0.000005208096,0.0002939069,0.000002864118,0.0001849138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06646085,"threshold_uncertainty_score":0.1337044,"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."}}