{"id":"W2023393262","doi":"10.1007/s00421-012-2323-y","title":"Characterizing the profile of muscle deoxygenation during ramp incremental exercise in young men","year":2012,"lang":"en","type":"article","venue":"European Journal of Applied Physiology","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Innovative Research Group Project of the National Natural Science Foundation of China","keywords":"Sigmoid function; Akaike information criterion; Incremental exercise; Deoxygenation; Mathematics; Linear regression; Cycling; Chemistry; Internal medicine; Medicine; Statistics; Heart rate; Biochemistry; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009032787,0.0001221399,0.0004871906,0.0001282963,0.00004724189,0.00000367314,0.0001442428,0.00003057459,0.00005700868],"category_scores_gemma":[0.00001817099,0.00008392321,0.0001975229,0.000137383,0.0000823903,0.00008669453,0.00009640497,0.000291204,0.00003039351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004656118,"about_ca_system_score_gemma":0.00002272467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006161692,"about_ca_topic_score_gemma":2.33726e-7,"domain_scores_codex":[0.9987926,0.0001860964,0.000488502,0.0001105317,0.0001636037,0.0002587037],"domain_scores_gemma":[0.9992955,0.00002735548,0.0003271946,0.0002119661,0.00006206994,0.00007590865],"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":[0.003197374,0.0001285242,0.00006940564,0.00006301652,0.00008501699,0.000008816493,0.002006597,0.00002128479,0.9916115,0.0000402317,0.00005569055,0.002712501],"study_design_scores_gemma":[0.001512622,0.00005972835,0.7868259,0.00008952614,0.00007975877,0.0000709361,0.0007506231,0.00001032266,0.2104613,0.00001919221,0.00005262291,0.00006743925],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910131,0.0002568181,0.00001195378,0.00004402003,0.0001714685,0.000233351,0.000001909195,0.000006747499,0.008260651],"genre_scores_gemma":[0.9990689,0.0001851909,0.0001872608,0.00003932642,0.0004633025,0.000005146409,0.00001289053,0.00002562998,0.00001236633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7867565,"threshold_uncertainty_score":0.3422289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097833768124381,"score_gpt":0.2237727972911225,"score_spread":0.2127944596098786,"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."}}