{"id":"W2270440664","doi":"10.1159/000441326","title":"Simultaneous Measurement of Breathing Kinematics and Surface Electromyography of Chest Wall Muscles during Maximum Performance and Speech Tasks in Children: Methodological Considerations","year":2015,"lang":"en","type":"article","venue":"Folia Phoniatrica et Logopaedica","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"Edmonton Community Foundation","keywords":"Electromyography; Medicine; Kinematics; Physical medicine and rehabilitation; Breathing; Audiology; Anesthesia","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007885968,0.0009178297,0.0006916423,0.0003697685,0.0003822546,0.0005219019,0.001068854,0.0007048421,0.001338216],"category_scores_gemma":[0.009703192,0.0005335102,0.0003987563,0.0004522564,0.0009704673,0.0006075977,0.0008847146,0.0005421173,0.0004143226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002784156,"about_ca_system_score_gemma":0.001138819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001598994,"about_ca_topic_score_gemma":0.003927445,"domain_scores_codex":[0.9941161,0.003323807,0.0006639614,0.0006855475,0.0009793352,0.000231218],"domain_scores_gemma":[0.9959478,0.001303602,0.0007456878,0.0007129792,0.001138901,0.0001510141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007745288,0.001040071,0.2926417,0.003703582,0.0003611626,0.001039588,0.002633058,0.003311325,0.5606644,0.001062605,0.001165241,0.1246319],"study_design_scores_gemma":[0.0005532353,0.02045844,0.8238118,0.0003465374,0.0002995988,0.002862785,0.00171617,0.004712255,0.1332812,0.0004076555,0.0114611,0.00008919327],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8190013,0.001322928,0.169684,0.0002057932,0.0001137209,0.006345721,0.0009898519,0.0001441818,0.002192363],"genre_scores_gemma":[0.6528578,0.001005281,0.3196594,0.0002717537,0.000102481,0.02338492,0.00114856,0.00008224749,0.001487547],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007885968,"threshold_uncertainty_score":0.04170543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04526647657729359,"score_gpt":0.2869688334328694,"score_spread":0.2417023568555758,"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."}}