{"id":"W1993910336","doi":"10.7224/1537-2073.2013-019","title":"The Multiple Sclerosis Self-Management Scale","year":2014,"lang":"en","type":"article","venue":"International Journal of MS Care","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Construct validity; Face validity; Medicine; Scale (ratio); Reliability (semiconductor); Multiple sclerosis; Clinical psychology; External validity; Psychometrics; Psychology; Psychiatry; Physics; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004040632,0.00009286626,0.0001593988,0.0001284918,0.0001322211,0.00009026268,0.0004165114,0.0000289388,0.0000326651],"category_scores_gemma":[0.0004177131,0.00005641185,0.000185311,0.00006838512,0.00007260686,0.00008454585,0.0001611668,0.0002055064,0.000029214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002230926,"about_ca_system_score_gemma":0.00003562212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001344093,"about_ca_topic_score_gemma":0.00003183598,"domain_scores_codex":[0.9981763,0.00005692018,0.0003360449,0.0001027963,0.001155874,0.0001720445],"domain_scores_gemma":[0.997888,0.0002742888,0.0001736663,0.0001632673,0.001387957,0.0001127999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001399513,0.000453227,0.2554936,0.0001538695,0.003370478,0.0001056343,0.004852442,0.0001700514,0.01223392,0.0007582703,0.0409156,0.6800934],"study_design_scores_gemma":[0.005396081,0.0003440665,0.6406017,0.000562171,0.0001069177,0.00007728063,0.003470529,0.000603981,0.004959279,0.00006783797,0.3436841,0.0001260246],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595852,0.001736996,0.001007386,0.01146557,0.002245627,0.0003846941,0.0000174399,0.00004845799,0.02350866],"genre_scores_gemma":[0.9941933,0.001741097,0.002745802,0.000264723,0.0008066873,0.000008804671,0.00000342314,0.00001258246,0.0002235519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6799674,"threshold_uncertainty_score":0.2300408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02807715404520232,"score_gpt":0.301593075260267,"score_spread":0.2735159212150647,"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."}}