{"id":"W4238958672","doi":"10.1080/15438627.2018.1502188","title":"Considerations for ultra-endurance activities: part 1- nutrition","year":2018,"lang":"en","type":"review","venue":"Research in Sports Medicine","topic":"Muscle metabolism and nutrition","field":"Biochemistry, Genetics and Molecular Biology","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sport Centre Pacific","funders":"","keywords":"Medicine; Endurance training; Physical therapy; Gastrointestinal function; Physical medicine and rehabilitation; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002357122,0.0002509067,0.0008515504,0.0003959789,0.0001509618,0.00001806548,0.0001625839,0.0004018222,0.0001526065],"category_scores_gemma":[0.0007859179,0.0002060074,0.000165203,0.0003158731,0.0004494805,0.000007238661,0.00003263838,0.0003499646,0.000004607408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004628146,"about_ca_system_score_gemma":0.0003496844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001939174,"about_ca_topic_score_gemma":0.00003000648,"domain_scores_codex":[0.9975085,0.0003052678,0.0006164777,0.000607396,0.0004687517,0.0004936046],"domain_scores_gemma":[0.9986007,0.0003273416,0.0001614848,0.0005245322,0.0002490075,0.0001369393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001168332,0.0004249321,0.000009315466,0.0316758,0.00006577964,0.0000495918,0.00006127202,1.219085e-7,0.0006181867,0.0005120885,0.3630055,0.6034606],"study_design_scores_gemma":[0.0007774113,0.0002084059,0.000007788863,0.01653954,0.00005369637,0.00004069843,0.00005593213,5.409174e-7,0.0001917096,0.0009690749,0.9809726,0.0001826309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009438142,0.9956018,0.0000623099,0.000288587,0.0005226419,0.002181244,0.0002207914,0.00001021518,0.001017996],"genre_scores_gemma":[0.0004804276,0.9898875,0.0002282381,0.00005260352,0.005241979,0.001559748,0.002026843,0.00004625989,0.0004763892],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6179671,"threshold_uncertainty_score":0.8400739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1812146221577094,"score_gpt":0.4493103863695294,"score_spread":0.26809576421182,"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."}}