{"id":"W2586212986","doi":"10.1002/nur.21783","title":"Potentially Modifiable Factors Associated With Physical Activity in Individuals With Multiple Sclerosis","year":2017,"lang":"en","type":"article","venue":"Research in Nursing & Health","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Health Sciences Centre; Manitoba Health","funders":"","keywords":"Logistic regression; Medicine; Multiple sclerosis; Depression (economics); Physical therapy; Spasticity; Physical disability; Odds; Physical medicine and rehabilitation; Gerontology; Psychiatry; Internal medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003856648,0.0003135001,0.0009551572,0.0008209234,0.001342722,0.0002551361,0.0004885933,0.0001413081,0.000009281221],"category_scores_gemma":[0.002535819,0.000228578,0.00006856961,0.0009061484,0.00132632,0.0004611032,0.0001913554,0.001976315,0.000007565138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0025941,"about_ca_system_score_gemma":0.001604816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01176478,"about_ca_topic_score_gemma":0.003527755,"domain_scores_codex":[0.9931054,0.001007458,0.0003027564,0.0008170154,0.002615833,0.002151571],"domain_scores_gemma":[0.9965966,0.001097536,0.000234833,0.001012573,0.0004079184,0.0006505129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008917117,0.004303323,0.9392774,0.0002384222,0.0001061004,0.00003200184,0.003360136,0.0001951304,0.002697461,0.00003656273,0.0004495953,0.04841215],"study_design_scores_gemma":[0.006280947,0.00161271,0.9772956,0.0077378,0.00000855573,0.000001391908,0.0008283051,0.004592327,0.001344474,0.000061627,0.00003238559,0.0002038275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872794,0.00009105865,0.00004185822,0.009105096,0.00004250971,0.002075485,0.00005762166,0.00005856398,0.001248384],"genre_scores_gemma":[0.9988737,0.0002301747,0.0004182353,0.00002406449,0.00009188629,0.0001444139,0.00002859061,0.00006628249,0.0001226228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04820832,"threshold_uncertainty_score":0.9999574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3022205043219848,"score_gpt":0.468395263699605,"score_spread":0.1661747593776202,"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."}}