{"id":"W1965997336","doi":"10.1177/1352458512460605","title":"Scoring treatment response in patients with relapsing multiple sclerosis","year":2012,"lang":"en","type":"article","venue":"Multiple Sclerosis Journal","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":257,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Multiple sclerosis; Medicine; Immunology","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":[0.002012037,0.0006763335,0.001021819,0.000947013,0.0008149003,0.0002015468,0.0002834017,0.0002126465,0.0001773301],"category_scores_gemma":[0.002689933,0.0004953651,0.0003463114,0.0008959273,0.0002788757,0.001043769,0.0002001751,0.0009882881,0.0001152938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002273337,"about_ca_system_score_gemma":0.0002381868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002364847,"about_ca_topic_score_gemma":0.000140227,"domain_scores_codex":[0.9941947,0.0006456948,0.001030383,0.0006181349,0.001538137,0.001972934],"domain_scores_gemma":[0.996088,0.001116634,0.0003885908,0.0007250859,0.0004994482,0.001182216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01480882,0.002383608,0.9250183,0.00003364711,0.0002842747,0.00001529342,0.00197473,0.0001413892,0.02862048,9.705504e-7,0.0002516371,0.02646683],"study_design_scores_gemma":[0.02822133,0.002051565,0.9610549,0.001917804,0.0001165189,0.00003165639,0.0006102417,0.0005322446,0.004193092,0.000001152378,0.0007730275,0.0004964481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960852,0.001004614,0.0001968271,0.0005534513,0.0005254654,0.001305911,0.00004157807,0.000114953,0.0001720346],"genre_scores_gemma":[0.990511,0.00111129,0.007210986,0.0001442485,0.000573836,0.0001390238,0.0000230096,0.0001440119,0.0001425821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03603661,"threshold_uncertainty_score":0.9997498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1270508831604888,"score_gpt":0.2940942887571419,"score_spread":0.1670434055966531,"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."}}