{"id":"W2783008934","doi":"10.1097/mrr.0000000000000271","title":"A pilot mixed-methods evaluation of MS INFoRm: a self-directed fatigue management resource for individuals with multiple sclerosis","year":2018,"lang":"en","type":"article","venue":"International Journal of Rehabilitation Research","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Queen's University","funders":"Multiple Sclerosis Society","keywords":"Multiple sclerosis; Psychological intervention; Attendance; Medicine; Quality of life (healthcare); Physical therapy; Psychology; Psychiatry; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01747254,0.001260612,0.001223741,0.001041344,0.001590802,0.00102308,0.001332419,0.001409362,0.005456327],"category_scores_gemma":[0.01564864,0.0007288675,0.001582133,0.0006949081,0.000759066,0.000871972,0.001106789,0.0007864978,0.0006557417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311379,"about_ca_system_score_gemma":0.002962605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002799922,"about_ca_topic_score_gemma":0.006200164,"domain_scores_codex":[0.9887959,0.008960802,0.0006197218,0.0005138218,0.0007006327,0.0004091239],"domain_scores_gemma":[0.9858687,0.008856388,0.001043542,0.001441268,0.001931201,0.0008589976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.1835726,0.2763552,0.02823194,0.006788549,0.001484636,0.0006940238,0.01692372,0.002502815,0.01764508,0.0007324965,0.00240035,0.4626685],"study_design_scores_gemma":[0.06248983,0.8706357,0.04887826,0.0003158919,0.0009734883,0.0001225746,0.004575387,0.001831511,0.004632405,0.0004961491,0.00495398,0.00009478234],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9202414,0.0002452191,0.004162288,0.0001783524,0.00007312556,0.0725945,0.0007804933,0.0001178855,0.001606709],"genre_scores_gemma":[0.7166747,0.0006993866,0.05707885,0.0007243287,0.0001502384,0.2195144,0.000781617,0.00004441391,0.004331871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01747254,"threshold_uncertainty_score":0.09240472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2026936851257809,"score_gpt":0.4949326273983104,"score_spread":0.2922389422725296,"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."}}