{"id":"W308472053","doi":"10.2340/16501977-1948","title":"Correlates of participation in meaningful activities among people with multiple sclerosis","year":2015,"lang":"en","type":"article","venue":"Journal of Rehabilitation Medicine","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Center for Advancing Translational Sciences; National Institute of Nursing Research","keywords":"Multiple sclerosis; Psychology; Self-management; Activities of daily living; Gerontology; Medicine; Psychiatry; Computer science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00203322,0.0001324614,0.000689129,0.0005697708,0.00002872705,0.000005150923,0.00007747322,0.00005857317,0.0000329131],"category_scores_gemma":[0.0143664,0.00008448592,0.00007001653,0.0005981282,0.0004628443,0.0003382186,0.00002327735,0.0002932067,0.000001093416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002093689,"about_ca_system_score_gemma":0.0001797827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002556281,"about_ca_topic_score_gemma":0.0007037218,"domain_scores_codex":[0.9975455,0.0002042673,0.000838053,0.0001319052,0.001081394,0.0001989194],"domain_scores_gemma":[0.9958023,0.00199811,0.0005867317,0.0001706339,0.001210908,0.0002312914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001598635,0.0002931812,0.9600939,0.0001845806,0.00007745979,0.000005054734,0.02648372,0.0008616642,0.006974858,0.00001483359,0.001177123,0.002235],"study_design_scores_gemma":[0.007890891,0.006272845,0.9563111,0.002097786,0.00008951696,0.0000114053,0.02465118,0.001556271,0.0009305765,0.00005681445,0.00006321478,0.00006836712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953955,0.0004314332,0.0003944185,0.002999735,0.0001269852,0.0003845166,0.000001588808,0.00000970875,0.0002560893],"genre_scores_gemma":[0.99613,0.0001344619,0.003501365,0.00002385332,0.0001220682,0.00002134618,0.000003325638,0.00001571313,0.00004789934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01233318,"threshold_uncertainty_score":0.993936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06096220104774602,"score_gpt":0.3337849879374655,"score_spread":0.2728227868897194,"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."}}