{"id":"W4397292099","doi":"10.1016/j.msard.2024.105689","title":"Allied health professionals knowledge and clinical practice in telehealth exercise behavioural change for multiple sclerosis","year":2024,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Perron Institute for Neurological and Translational Science; Department of Health, Government of Western Australia; Multiple Sclerosis Australia","keywords":"Multiple sclerosis; Medicine; Telehealth; Clinical Practice; Health professionals; Physical therapy; Physical medicine and rehabilitation; Telemedicine; Health care; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002742555,0.0005263197,0.001163144,0.0005236661,0.0005953255,0.0001205402,0.0001558552,0.0004852965,0.00003015811],"category_scores_gemma":[0.002640879,0.0004226717,0.0003061821,0.0007578611,0.000485721,0.0005087606,0.0002998015,0.001132419,0.00002269374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002066225,"about_ca_system_score_gemma":0.0003410937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001742018,"about_ca_topic_score_gemma":0.002119281,"domain_scores_codex":[0.9952127,0.0004319921,0.001424803,0.001294742,0.0005106852,0.001125131],"domain_scores_gemma":[0.9950308,0.003349236,0.0002409767,0.0004048556,0.0002254471,0.0007486471],"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":[0.001254015,0.003342159,0.1820801,0.00179307,0.0003936888,0.000008151712,0.009279422,0.000002784724,0.0003635708,0.00006553947,0.007225204,0.7941923],"study_design_scores_gemma":[0.01317474,0.001086647,0.9410325,0.007066647,0.0002410271,0.00001083076,0.00412396,0.01921803,0.0000335786,0.00004287587,0.013431,0.0005381508],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7871049,0.1604625,0.0000592321,0.03985719,0.001336034,0.01020026,0.0002783791,0.0004255254,0.0002760382],"genre_scores_gemma":[0.8088043,0.1866988,0.002156276,0.0005954487,0.0001209567,0.001135822,0.0001427735,0.0001052099,0.0002403874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7936542,"threshold_uncertainty_score":0.9998225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.162108875601603,"score_gpt":0.4109342839831743,"score_spread":0.2488254083815713,"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."}}