{"id":"W3045920169","doi":"10.14814/phy2.14522","title":"Scalene and sternocleidomastoid activation during normoxic and hypoxic incremental inspiratory loading","year":2020,"lang":"en","type":"article","venue":"Physiological Reports","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto; International Collaboration On Repair Discoveries; University of British Columbia; St. Paul's Hospital; Toronto Rehabilitation Institute; University of British Columbia Hospital","funders":"","keywords":"Medicine; Electromyography; Cardiology; Ventilation (architecture); Root mean square; Anesthesia; Internal medicine; Physical medicine and rehabilitation","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":[0.00009722928,0.0001696089,0.0002983663,0.00004709169,0.0001330641,0.00002103696,0.00003692714,0.00007749161,0.0001079268],"category_scores_gemma":[0.000259601,0.0001373892,0.00005269581,0.000139128,0.0002075668,0.0001726399,0.0002640527,0.0002302824,0.000006142654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001243799,"about_ca_system_score_gemma":0.00005034801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001293973,"about_ca_topic_score_gemma":3.603166e-7,"domain_scores_codex":[0.9985213,0.00005038174,0.0002860797,0.0005588244,0.0003097031,0.0002737358],"domain_scores_gemma":[0.9992182,0.00003904544,0.0001122646,0.0001684174,0.00004706779,0.0004150593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002717002,0.00007923572,0.09268002,0.0003088935,0.00003222889,0.000630646,0.00006206403,0.000002720936,0.901951,0.00001031096,0.00002514466,0.003946078],"study_design_scores_gemma":[0.0007043499,0.0002228292,0.9438319,0.00006958926,0.00002293665,0.0002047925,0.0001027538,0.0001901114,0.05420625,0.0002241903,0.00008049779,0.0001398578],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981915,0.0005084221,0.00001074111,0.0003903501,0.00002532393,0.0003971313,0.000003368015,0.00008202472,0.0003911624],"genre_scores_gemma":[0.9990978,0.00006787595,0.0000951619,0.0004322675,0.000216307,0.0000256254,0.00001875873,0.00001723731,0.00002892023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8511518,"threshold_uncertainty_score":0.5602568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03506923406700258,"score_gpt":0.2786527917938257,"score_spread":0.2435835577268231,"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."}}