{"id":"W1968444381","doi":"10.1186/1471-2288-14-4","title":"Modeling trajectories of perceived leg exertion during maximal cycle ergometer exercise in children and adolescents","year":2014,"lang":"en","type":"article","venue":"BMC Medical Research Methodology","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Perceived exertion; Rating of perceived exertion; Exertion; Physical therapy; Cycle ergometer; Work (physics); Interquartile range; Mathematics; Statistics; Physical medicine and rehabilitation; Psychology; Medicine; Heart rate","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01109583,0.0001154272,0.0005123885,0.0004761303,0.00006224446,0.0000056607,0.0001185599,0.0002779248,0.0001369765],"category_scores_gemma":[0.02552745,0.00009002641,0.00008598847,0.0002465669,0.0005107744,0.00006121355,0.0001105758,0.0006102745,0.000005235365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004622212,"about_ca_system_score_gemma":0.0001353922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005542952,"about_ca_topic_score_gemma":0.000111285,"domain_scores_codex":[0.9943739,0.003457742,0.0004599484,0.0003777644,0.0009114206,0.0004192296],"domain_scores_gemma":[0.9969758,0.002254308,0.00003529985,0.0002415084,0.0001638797,0.0003291779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004139529,0.0005654043,0.7639331,0.006686794,0.00004404594,0.000007029626,0.002214683,0.0002908258,0.1262727,0.0007577401,0.000007886718,0.09508027],"study_design_scores_gemma":[0.002252919,0.000286399,0.9660589,0.001682906,0.00001137261,0.00001386566,0.0003137747,0.02771161,0.0004562532,0.001132476,0.000001132822,0.00007836129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836369,0.000263925,0.0151029,0.0002195808,0.0000493894,0.0006416396,8.013637e-7,0.00001913635,0.00006569114],"genre_scores_gemma":[0.9805028,0.0003924937,0.01887365,0.00001749998,0.0001062313,0.0000460286,0.000007326592,0.00001736449,0.00003659545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2021258,"threshold_uncertainty_score":0.982681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022694136827518,"score_gpt":0.4261101832676196,"score_spread":0.3238407695848678,"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."}}