{"id":"W4402466428","doi":"10.70252/pvyg1833","title":"Do Surrogate Markers of Cardiorespiratory Fitness Predict Individual Changes in VO<sub>2peak</sub>? A Randomized Controlled Trial.","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Queen's University","funders":"","keywords":"Cardiorespiratory fitness; Surrogate endpoint; Medicine; Physical therapy; Internal 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":[0.004114964,0.00195681,0.00524562,0.0005105374,0.0006318231,0.001437436,0.001101468,0.003806584,0.01216794],"category_scores_gemma":[0.007407125,0.0008219226,0.004246093,0.0006998436,0.001275431,0.001583925,0.0004845195,0.004106252,0.001439967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006285,"about_ca_system_score_gemma":0.001323114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001469061,"about_ca_topic_score_gemma":0.002147476,"domain_scores_codex":[0.9982966,0.0009596142,0.0002280686,0.0002353325,0.0001280469,0.0001524415],"domain_scores_gemma":[0.9969426,0.001414239,0.0007851631,0.0002430708,0.0001820568,0.0004328701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9860479,0.001613335,0.0006208398,0.001851334,0.002401483,0.000016752,0.00001786105,0.00007748476,0.0003435745,0.0001252384,0.0007645568,0.006119646],"study_design_scores_gemma":[0.9758838,0.01795708,0.002056544,0.0002716044,0.002722853,0.00001640136,0.00001625285,0.0002226119,0.0001204198,0.0002088541,0.0005101608,0.00001355307],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8491433,0.09386814,0.004246522,0.008009539,0.007254,0.02303801,0.006499285,0.0004764756,0.007464565],"genre_scores_gemma":[0.9352715,0.02019458,0.004970003,0.00495883,0.002909455,0.02351897,0.003148957,0.00004771126,0.004980061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01216794,"threshold_uncertainty_score":0.0407058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01586820529257206,"score_gpt":0.2346381448721759,"score_spread":0.2187699395796038,"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."}}