{"id":"W2972393403","doi":"10.1177/1352458519876701","title":"Clinical outcome measures in SPMS trials: An analysis of the IMPACT and ASCEND original trial data sets","year":2019,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Expanded Disability Status Scale; Multiple sclerosis; Clinical trial; Internal medicine; Logistic regression; Placebo; Oncology; Medicine; Psychology; Physical therapy; Immunology; Alternative medicine; Pathology","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":[0.1351751,0.002297505,0.0110544,0.003676721,0.0007157855,0.003300466,0.002016802,0.001953286,0.004617564],"category_scores_gemma":[0.2170941,0.0009265313,0.01233392,0.005619948,0.001501043,0.002520026,0.002531554,0.003010896,0.0004550408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001597729,"about_ca_system_score_gemma":0.002427235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005836171,"about_ca_topic_score_gemma":0.001460277,"domain_scores_codex":[0.77118,0.179728,0.02305818,0.006899809,0.01674873,0.002385349],"domain_scores_gemma":[0.6881427,0.246345,0.0397578,0.01809746,0.00593009,0.001726933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4797442,0.0009960585,0.06564148,0.04919318,0.320312,0.0007708138,0.0004863057,0.007519103,0.001488074,0.001779207,0.01251351,0.05955607],"study_design_scores_gemma":[0.3681242,0.02971346,0.2214822,0.01024092,0.300534,0.002306031,0.0005246116,0.01531094,0.002309216,0.005906301,0.04298098,0.0005671749],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.654109,0.2083414,0.02123916,0.004356596,0.0007550166,0.01865697,0.08390135,0.0009007409,0.00773978],"genre_scores_gemma":[0.9236922,0.009035529,0.01181993,0.001558923,0.000334061,0.01879945,0.03329814,0.0002693321,0.001192441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1351751,"threshold_uncertainty_score":0.7148826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5834111246289764,"score_gpt":0.5235805873865089,"score_spread":0.05983053724246745,"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."}}