{"id":"W3107138502","doi":"10.1177/1352458520974360","title":"Youth with multiple sclerosis have low levels of fitness","year":2020,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Queen's University; Hospital for Sick Children","funders":"","keywords":"Cardiorespiratory fitness; Physical fitness; Medicine; Multiple sclerosis; Depression (economics); Physical therapy; Body mass index; Population; Cardiovascular fitness; Grip strength; Internal medicine; Psychology; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008442755,0.000721656,0.001570056,0.0003897188,0.0006390226,0.0001891016,0.0006831747,0.0002548751,0.0005692027],"category_scores_gemma":[0.003217018,0.0005440597,0.0006086355,0.0008918168,0.0007444778,0.0005267864,0.0003879408,0.001438659,0.00007503256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00025174,"about_ca_system_score_gemma":0.0003973993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001558463,"about_ca_topic_score_gemma":0.0001109244,"domain_scores_codex":[0.9939549,0.0003048962,0.001369669,0.0008675602,0.002214481,0.001288475],"domain_scores_gemma":[0.9949916,0.0006213411,0.0007306191,0.0007123565,0.001427066,0.001517019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003728066,0.0009085543,0.5993057,0.0005434509,0.001069422,0.00006534958,0.009753768,0.000997504,0.3534307,0.000003945207,0.001909334,0.0282841],"study_design_scores_gemma":[0.01859632,0.001658864,0.8577745,0.002418963,0.0003222397,0.00006876276,0.006242382,0.007439155,0.1045052,0.000003642955,0.0003142116,0.0006558005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892364,0.0006667303,0.003869024,0.003510815,0.0002182654,0.001216361,0.0006451405,0.0001680103,0.0004692948],"genre_scores_gemma":[0.9891636,0.0009693623,0.007890898,0.0008154602,0.0008292038,0.00005122752,0.00003166387,0.0001600111,0.00008854589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2584687,"threshold_uncertainty_score":0.9997011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2211560173578498,"score_gpt":0.2986393585801804,"score_spread":0.07748334122233061,"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."}}