{"id":"W4413813129","doi":"10.1101/2025.08.27.25334536","title":"Determination of maximal oxygen uptake in adolescents","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Oxygen; VO2 max; Environmental science; Chemistry; Internal medicine; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006905608,0.0002904631,0.0003193686,0.0004181556,0.0001119069,0.0003349989,0.0002467487,0.0002601478,0.0007962995],"category_scores_gemma":[0.002911054,0.0001773958,0.0001561292,0.000212851,0.0001243172,0.0002161257,0.0002188203,0.0002380966,0.0002256946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001280799,"about_ca_system_score_gemma":0.0001392703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029223,"about_ca_topic_score_gemma":0.00100196,"domain_scores_codex":[0.9996623,0.0001087759,0.00003842978,0.00006292464,0.00009705777,0.00003063299],"domain_scores_gemma":[0.9990053,0.0004030009,0.000249809,0.00003712885,0.0002222984,0.00008241418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006502689,0.00009558452,0.9557306,0.0001745153,0.00004305367,0.0004401216,0.000397193,0.0002646962,0.01599282,0.00006037013,0.0002228166,0.02592791],"study_design_scores_gemma":[0.00001652936,0.0009709878,0.9900417,0.00006744495,0.00003434313,0.00145486,0.0003676599,0.0008496693,0.005497394,0.00005529182,0.0006361629,0.000007969737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981724,0.0004937083,0.0007684602,0.00001312789,0.000006392248,0.00001677606,0.00007654069,0.00001228579,0.0004402442],"genre_scores_gemma":[0.9988999,0.0001402892,0.0006949044,0.00001063663,0.000003919595,0.00001805016,0.00009868669,0.000005064894,0.0001284576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001029223,"threshold_uncertainty_score":0.003652096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898210512191377,"score_gpt":0.2832090400849926,"score_spread":0.2642269349630788,"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."}}