{"id":"W1512585829","doi":"10.1002/ppul.22865","title":"Breath stacking in children with neuromuscular disorders","year":2013,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Neurogenetic and Muscular Disorders Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital of Winnipeg","funders":"","keywords":"Medicine; Duchenne muscular dystrophy; Stacking; Respiratory system; Lung volumes; Weakness; Anesthesia; Lung; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008363655,0.0001723243,0.0002729243,0.0003829606,0.00004519194,0.00001700803,0.0001512781,0.0001097346,0.0002518739],"category_scores_gemma":[0.00005721196,0.0001374164,0.00006799824,0.0005470057,0.00008412624,0.00006914179,0.00007673584,0.0003566978,0.0001774604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002742941,"about_ca_system_score_gemma":0.0001246786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006803179,"about_ca_topic_score_gemma":0.00005608549,"domain_scores_codex":[0.998502,0.00008131459,0.0002034105,0.0004216371,0.0002377638,0.0005538747],"domain_scores_gemma":[0.9993581,0.00003419272,0.00004223088,0.0003648089,0.00004896552,0.0001516866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002791753,0.0001920107,0.9834693,0.00001709957,0.00003789428,0.00002815312,0.00003262705,0.00001362569,0.0001265437,0.00002647397,0.0001825136,0.01584584],"study_design_scores_gemma":[0.00164301,0.0003993301,0.996775,0.000002551922,0.00006876455,0.0001944621,0.00003370915,0.00009819129,0.0000278059,0.0001937294,0.0004250797,0.0001383974],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946062,0.001243747,0.0001745235,0.001417675,0.00003410506,0.001058802,0.000001287984,0.00005631164,0.001407373],"genre_scores_gemma":[0.9969144,0.002025931,0.0002787163,0.0002884532,0.0001088269,0.0001469248,0.00001804188,0.00003883748,0.0001798145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01570745,"threshold_uncertainty_score":0.5603678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005851756012352031,"score_gpt":0.2337506182903521,"score_spread":0.2278988622780001,"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."}}