{"id":"W4388670825","doi":"10.7224/1537-2073.2022-113","title":"Symptom Management Among Multiple Sclerosis Care Partners in Canada","year":2023,"lang":"en","type":"article","venue":"International Journal of MS Care","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Ottawa","funders":"","keywords":"Medicine; Depression (economics); Cohort; Descriptive statistics; Weakness; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000598397,0.0002044449,0.0003966262,0.00118022,0.004632793,0.002171276,0.0009201926,0.0004738346,0.01333988],"category_scores_gemma":[0.003101656,0.0003777917,0.0003990493,0.003299957,0.0004691305,0.0007419286,0.002075557,0.0009336033,0.0007378254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02714115,"about_ca_system_score_gemma":0.04588848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9854721,"about_ca_topic_score_gemma":0.9944413,"domain_scores_codex":[0.9989564,0.00006847743,0.00004871752,0.0000995185,0.0004569454,0.0003699025],"domain_scores_gemma":[0.9965905,0.0001206295,0.0003478817,0.00003607621,0.001244968,0.00166002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001246636,0.0002188399,0.9140397,0.0002644904,0.00002937084,0.0005979402,0.009022516,0.00008027585,0.0002246701,0.0005590389,0.02885753,0.04598095],"study_design_scores_gemma":[0.00003458125,0.00007318302,0.9664031,0.0003123228,0.00001663452,0.0003304936,0.0199486,0.0002871613,0.00005775109,0.00006535206,0.0124419,0.00002884314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.948944,0.004729192,0.0001488016,0.006648842,0.0001456565,0.000336085,0.00844196,0.00006003887,0.03054529],"genre_scores_gemma":[0.9850145,0.003396401,0.0002492316,0.0009770064,0.00002200053,0.00007089989,0.001802383,0.00002024236,0.008447448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02714115,"threshold_uncertainty_score":0.1969237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05047834967975475,"score_gpt":0.3265200572433316,"score_spread":0.2760417075635768,"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."}}