{"id":"W2902712627","doi":"10.1007/s00421-018-4042-5","title":"Ventilatory responses in males and females during graded exercise with and without thoracic load carriage","year":2018,"lang":"en","type":"article","venue":"European Journal of Applied Physiology","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Covenant Health; University of Alberta","funders":"","keywords":"Backpack; Tidal volume; Lung volumes; Spirometry; Ventilation (architecture); Treadmill; Medicine; Work of breathing; Cardiology; Respiratory minute volume; Physical therapy; Internal medicine; Lung; Respiratory system; Anesthesia","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":[0.000904832,0.0001222778,0.000288197,0.0001308024,0.0003259625,0.000004582818,0.0000931124,0.00004136168,0.00003355494],"category_scores_gemma":[0.00001933115,0.00008938429,0.00001467633,0.0000912981,0.0002494203,0.00008226853,0.00006323597,0.0004471976,0.00003205989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003408256,"about_ca_system_score_gemma":0.0001866015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000388574,"about_ca_topic_score_gemma":0.00001871589,"domain_scores_codex":[0.9986463,0.0003503569,0.0004450211,0.0001604688,0.0001195459,0.0002783639],"domain_scores_gemma":[0.9991485,0.0001039731,0.0003786816,0.0001163513,0.0001121517,0.0001402791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1113756,0.0001191917,0.8039824,0.001735434,0.00005653346,0.0001017864,0.01786588,0.00002017544,0.0577419,0.0005286594,0.0002288716,0.006243499],"study_design_scores_gemma":[0.001344232,0.0002672572,0.9955253,0.0004651461,0.00001200945,0.00002427835,0.000668579,0.000007878411,0.0006837653,0.0001379725,0.0007709349,0.00009266519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971504,0.0005203919,0.000002895443,0.00005856635,0.0001301632,0.0001927664,0.000003462593,0.000009703604,0.001931618],"genre_scores_gemma":[0.9983498,0.0003771011,0.0004914711,0.0001979203,0.0004462544,0.000004673599,0.000001239206,0.00002167601,0.0001098023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1915428,"threshold_uncertainty_score":0.3644986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05428861871725361,"score_gpt":0.3834955519184958,"score_spread":0.3292069332012422,"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."}}