{"id":"W2589248719","doi":"10.2340/16501977-2204","title":"Further characterization and validation of the oxygen uptake efficiency slope for persons with multiple sclerosis","year":2017,"lang":"en","type":"article","venue":"Journal of Rehabilitation Medicine","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Multiple sclerosis; Cardiorespiratory fitness; Medicine; Physical therapy; Expanded Disability Status Scale; Internal medicine; Physical medicine and rehabilitation; Cardiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002192877,0.0005080962,0.0004187801,0.0006686935,0.0002588797,0.0005825004,0.0003336517,0.0005096603,0.001355328],"category_scores_gemma":[0.005483015,0.0001245376,0.0003571355,0.0005337636,0.0001573771,0.0004947789,0.0004724841,0.0004114112,0.0004712588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001497133,"about_ca_system_score_gemma":0.0001526255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002308463,"about_ca_topic_score_gemma":0.002874788,"domain_scores_codex":[0.9992538,0.0002832184,0.00007041216,0.0001554624,0.0001991558,0.00003795996],"domain_scores_gemma":[0.9984487,0.000486873,0.000349303,0.0001807215,0.0004749587,0.00005944601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005471891,0.0001168434,0.9657957,0.00007821504,0.0001518151,0.00004069505,0.000292708,0.0003947093,0.007471678,0.00005845446,0.000244073,0.02480792],"study_design_scores_gemma":[0.00001012187,0.0003892854,0.9964611,0.00001793239,0.0000375981,0.0001573832,0.000145055,0.0007965156,0.001509662,0.0000380154,0.0004308356,0.000006422401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929371,0.0004925467,0.004214926,0.00005090692,0.00001245435,0.00004434836,0.000793712,0.00005248713,0.00140158],"genre_scores_gemma":[0.996901,0.00008567776,0.00194017,0.0000192498,0.000008793328,0.00005566407,0.0005887765,0.000008905291,0.0003918583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002308463,"threshold_uncertainty_score":0.01159716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05480628151029664,"score_gpt":0.3178390061510309,"score_spread":0.2630327246407343,"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."}}