{"id":"W4409546583","doi":"10.2139/ssrn.5213697","title":"The Experience of People with Multiple Sclerosis Who Receive Occupational Performance Coaching","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Coaching; Multiple sclerosis; Occupational therapy; Physical medicine and rehabilitation; Psychology; Business; Physical therapy; Medicine; Psychiatry; Psychotherapist","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":[0.001578714,0.0003905482,0.0007887284,0.0009475771,0.008638892,0.00424838,0.0006070056,0.002393439,0.003975241],"category_scores_gemma":[0.008650587,0.0003864211,0.0004910548,0.00094536,0.003326161,0.002071302,0.005444114,0.003212702,0.0005661036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00175378,"about_ca_system_score_gemma":0.002537847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01534903,"about_ca_topic_score_gemma":0.0274448,"domain_scores_codex":[0.997498,0.0009927598,0.00009571861,0.0001277721,0.0003963478,0.0008894392],"domain_scores_gemma":[0.9944528,0.001254356,0.001075536,0.0001298566,0.0006682296,0.002419157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004012944,0.0007941168,0.109223,0.0001739413,0.00005771366,0.008249543,0.8510182,0.00009249103,0.001046743,0.0007719772,0.004395992,0.02377491],"study_design_scores_gemma":[0.00003143603,0.0006607105,0.06735419,0.0001100535,0.00004187809,0.004111086,0.916137,0.00007194764,0.0001490497,0.0002942974,0.01099448,0.00004393753],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914606,0.0004980612,0.00005935793,0.001878045,0.00007546166,0.00001539681,0.00003335138,0.000007662079,0.005972176],"genre_scores_gemma":[0.9967091,0.0003484813,0.00004303364,0.0006871404,0.00004736198,0.00001177425,0.00002345315,0.000004902213,0.002124673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01534903,"threshold_uncertainty_score":0.03051937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06924008649466255,"score_gpt":0.4117159145896588,"score_spread":0.3424758280949962,"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."}}