{"id":"W2473824193","doi":"10.1249/01.mss.0000487125.97697.4f","title":"Experienced Cyclists Predict The Highest Sustainable Intensity Of Exercise More Effectively Than Critical Power Testing.","year":2016,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Sports Performance and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Western University","funders":"","keywords":"Lactate threshold; Cycle ergometer; Time trial; Blood lactate; Mathematics; Intensity (physics); Animal science; Exercise intensity; Limits of agreement; Physical therapy; Incremental exercise; Medicine; Simulation; Internal medicine; Physics; Heart rate; Nuclear medicine; Computer science; Biology","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":[0.001021477,0.001068292,0.0003357476,0.0008847543,0.0002240369,0.001036942,0.0003005622,0.001264116,0.00258122],"category_scores_gemma":[0.004546845,0.0002253448,0.0003248311,0.0003176999,0.0002294564,0.0006929794,0.000563825,0.000334068,0.001144207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001255018,"about_ca_system_score_gemma":0.0001445063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00283233,"about_ca_topic_score_gemma":0.004169646,"domain_scores_codex":[0.9995611,0.0001240992,0.00003302092,0.0001410012,0.00008150837,0.00005928402],"domain_scores_gemma":[0.9984044,0.0005836484,0.0004891199,0.0001082062,0.0002560899,0.0001584362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004749714,0.0002708208,0.9611928,0.0001409396,0.0002850797,0.0001022603,0.0004232554,0.002976703,0.005298221,0.00008394536,0.0009788264,0.02777201],"study_design_scores_gemma":[0.00003488444,0.0009103101,0.9839765,0.0000709669,0.00008022085,0.0002061092,0.0006915899,0.01157401,0.0008778168,0.000353759,0.001191934,0.00003199467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990265,0.0003035182,0.00493594,0.0001194271,0.00002966918,0.0001355464,0.0004483381,0.00007793728,0.003684653],"genre_scores_gemma":[0.995768,0.000140154,0.001957115,0.00009061424,0.00003102736,0.00005881415,0.000836787,0.0000149098,0.001102592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00283233,"threshold_uncertainty_score":0.008634984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01724257797017627,"score_gpt":0.3019809297465897,"score_spread":0.2847383517764134,"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."}}