{"id":"W4402661958","doi":"10.1249/01.mss.0001062428.99380.91","title":"Assessing The Influence Of Work Of Breathing On Sex-differences In Inspiratory Muscle Activation During Exercise","year":2024,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of British Columbia; University of Winnipeg","funders":"","keywords":"Work of breathing; Breathing; Medicine; Physical therapy; Cardiology; Physical medicine and rehabilitation; Internal medicine; Anesthesia; Respiratory system","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":[0.0003790538,0.0002506428,0.0001707581,0.0001918563,0.0001425913,0.0002731604,0.0001657827,0.0002399029,0.003086556],"category_scores_gemma":[0.0009459664,0.0001059916,0.0001285546,0.00008062947,0.0001819518,0.0001359825,0.0002279696,0.0001915093,0.0003488124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006083955,"about_ca_system_score_gemma":0.00008102912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003539129,"about_ca_topic_score_gemma":0.0006767177,"domain_scores_codex":[0.9998198,0.0000404171,0.00001537726,0.00005200151,0.0000470336,0.00002529268],"domain_scores_gemma":[0.9993069,0.0002148169,0.0002087644,0.00005865518,0.0001057473,0.0001050824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006295991,0.0009354558,0.8401307,0.0001404783,0.0001525705,0.0002230277,0.0005989933,0.0001173432,0.1153711,0.00007566819,0.0003700152,0.03558871],"study_design_scores_gemma":[0.00001400535,0.001313129,0.9953855,0.00000584159,0.00001630518,0.0001278711,0.00007689159,0.00008835073,0.002735917,0.00001460192,0.0002186237,0.000003074918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984844,0.0002357351,0.0003170396,0.00001698552,0.000008723709,0.00002931566,0.0001887067,0.000003860107,0.0007152064],"genre_scores_gemma":[0.9984951,0.00007490566,0.0004618253,0.00003149391,0.000008955936,0.00005458459,0.0002072443,0.000004689231,0.0006611599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003086556,"threshold_uncertainty_score":0.01032561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951237178073434,"score_gpt":0.2948117929966379,"score_spread":0.2752994212159036,"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."}}