{"id":"W4411991809","doi":"10.1016/j.pecinn.2025.100418","title":"The experience of people with multiple sclerosis who receive occupational performance coaching","year":2025,"lang":"en","type":"article","venue":"PEC Innovation","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Queen's University","funders":"Queen's University; University Hospitals","keywords":"Coaching; Multiple sclerosis; Occupational therapy; Physical medicine and rehabilitation; Psychology; Physical therapy; Medicine; Psychotherapist; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003947248,0.00009324656,0.0001676684,0.0001885764,0.0004035709,0.0000244241,0.0001047164,0.00003180888,0.00001549188],"category_scores_gemma":[0.001205229,0.00005958179,0.00001988099,0.001579471,0.000175002,0.0001492804,0.00006580613,0.0001569979,0.000002691687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009030694,"about_ca_system_score_gemma":0.0001311071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001558003,"about_ca_topic_score_gemma":0.0001126146,"domain_scores_codex":[0.9988678,0.00003059445,0.000314482,0.0001721204,0.0004341024,0.0001809522],"domain_scores_gemma":[0.9983113,0.0003175049,0.0001328016,0.0002357698,0.0009864582,0.00001618582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006943015,0.00006254026,0.9435197,0.0001084144,0.0000598205,1.205682e-7,0.002568583,0.00006185563,0.02098645,0.001429709,0.0009522085,0.0295563],"study_design_scores_gemma":[0.0008804362,0.00009821494,0.9631463,0.0003285132,0.000008732981,6.814051e-7,0.001493209,0.006894823,0.02635249,0.000009629722,0.0007318973,0.00005503547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994206,0.00005668841,0.001831774,0.001009454,0.00006751445,0.0004211603,0.000006457829,0.00002617068,0.002374842],"genre_scores_gemma":[0.9978791,0.0001778627,0.001146633,0.0001275973,0.00003851499,0.0001601498,0.00002708293,0.000006843439,0.0004362056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02950126,"threshold_uncertainty_score":0.3103982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0565508876535055,"score_gpt":0.325459924483837,"score_spread":0.2689090368303315,"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."}}