{"id":"W4379966781","doi":"10.1249/jes.0000000000000316","title":"Exercise and Sport Sciences Reviews: 2022 Paper of the Year","year":2023,"lang":"en","type":"review","venue":"Exercise and Sport Sciences Reviews","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Sports medicine; Sports science; Medical education; Biomedical sciences; Library science; Medicine; Gerontology; Physical therapy; Nursing; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008393441,0.002541424,0.00314201,0.00696779,0.002008359,0.01133659,0.002326401,0.006602329,0.1495701],"category_scores_gemma":[0.02144616,0.00117865,0.003065936,0.005539177,0.0007526148,0.004946791,0.002889942,0.004867214,0.09162323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004323013,"about_ca_system_score_gemma":0.01062051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003350334,"about_ca_topic_score_gemma":0.009775545,"domain_scores_codex":[0.9945855,0.0006011924,0.0006699566,0.0004159079,0.003081828,0.0006456579],"domain_scores_gemma":[0.9814569,0.001794943,0.001254176,0.0003168205,0.01151427,0.003662887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003129061,0.000009441051,0.00002356,0.0008092278,0.00001248827,0.00003801204,0.000006775923,0.00001092649,0.00006866995,0.0001837291,0.9800253,0.0187805],"study_design_scores_gemma":[0.00004803254,0.0000410723,0.0002507617,0.001844489,0.00002284116,0.0001976655,0.00002604463,0.00001385509,0.00004920045,0.0002502757,0.9972414,0.00001444595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001469974,0.1330922,0.0003225938,0.03615203,0.8110138,0.0003398125,0.0008975673,0.0001603328,0.01787462],"genre_scores_gemma":[0.002712729,0.2827465,0.001559128,0.08018178,0.3681839,0.0008004005,0.003639239,0.0005811377,0.2595951],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1495701,"threshold_uncertainty_score":0.5003618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07430360101525733,"score_gpt":0.3551898883033622,"score_spread":0.2808862872881049,"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."}}