{"id":"W2004579806","doi":"10.1249/01.mss.0000228940.09411.9c","title":"VO2peak Prediction and Exercise Prescription for Pregnant Women","year":2006,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Percentile; Medicine; Treadmill; Exercise prescription; Pregnancy; VO2 max; Internal medicine; Cardiology; Heart rate; Physical therapy; Mathematics; Statistics; Blood pressure","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":[0.001633153,0.0001668913,0.0003445817,0.000660923,0.0001652897,0.00003313038,0.0001395104,0.00004536205,0.0001242655],"category_scores_gemma":[0.0001991001,0.0001281836,0.00002833472,0.0007258991,0.000690402,0.0004036996,0.00006798799,0.0001205212,0.000003762885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002389452,"about_ca_system_score_gemma":0.0001638292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002260886,"about_ca_topic_score_gemma":0.00001524982,"domain_scores_codex":[0.9972459,0.000009766261,0.0004230506,0.0005399797,0.001116666,0.0006646256],"domain_scores_gemma":[0.9990295,0.00003384405,0.00008912193,0.0002830306,0.0002542104,0.0003102523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005811784,0.0005677165,0.6234705,0.000872609,0.000001260014,0.00009664024,0.002105969,0.0002018388,0.004349649,0.0001819343,0.01012079,0.3574499],"study_design_scores_gemma":[0.00185047,0.0004738483,0.9835413,0.0015165,0.0000444035,0.000007418641,0.0009435468,0.00348279,0.00008867363,0.002454662,0.005482737,0.0001137231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938328,0.0004314127,0.0003640724,0.0008622134,0.0002823832,0.002170114,0.000008240593,0.00005940389,0.001989405],"genre_scores_gemma":[0.9919723,0.00103277,0.0006911778,0.00009804029,0.0001437113,0.0007078733,0.00006268107,0.00001492049,0.005276498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3600708,"threshold_uncertainty_score":0.5227176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01339090136148547,"score_gpt":0.2751031291743656,"score_spread":0.2617122278128801,"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."}}