{"id":"W4220775854","doi":"10.21203/rs.3.rs-1386216/v1","title":"The Effect of Nurse Practitioner (NP-led) Care on Health-Related Quality of Life in People with Multiple Sclerosis - A Randomized Trial","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates; Alberta Health Services","keywords":"Hospital Anxiety and Depression Scale; Medicine; Anxiety; Depression (economics); Randomized controlled trial; Quality of life (healthcare); Multiple sclerosis; Physical therapy; Nursing; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002124417,0.0008146561,0.003569257,0.0004346719,0.0004951396,0.0009941946,0.0009616525,0.002061062,0.00770492],"category_scores_gemma":[0.003502783,0.0004571061,0.002366274,0.000408762,0.0006447358,0.0008870279,0.0007162089,0.00231069,0.0005988083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008746139,"about_ca_system_score_gemma":0.001339508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002007863,"about_ca_topic_score_gemma":0.003094903,"domain_scores_codex":[0.9981724,0.001185739,0.0001616409,0.0002143294,0.0001158134,0.0001501174],"domain_scores_gemma":[0.9983177,0.0006633838,0.0003209004,0.00008741444,0.0001339951,0.0004766073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9809945,0.005247515,0.0008307903,0.001117314,0.001188685,0.0000271468,0.00003396163,0.0001137463,0.0002367365,0.00004490942,0.0002554342,0.009909293],"study_design_scores_gemma":[0.9583003,0.03807684,0.001821315,0.0001214386,0.0009271605,0.00001399372,0.00003160415,0.0002421942,0.00007536921,0.0000876431,0.0002951958,0.000006892243],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773827,0.007084959,0.0005602125,0.000803102,0.001184743,0.009259772,0.0008292316,0.00009546094,0.002799938],"genre_scores_gemma":[0.9804049,0.002601672,0.001526211,0.0009022721,0.000656069,0.01145623,0.0004312533,0.00000768236,0.002013576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00770492,"threshold_uncertainty_score":0.02577549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09858682003169131,"score_gpt":0.5254184584180613,"score_spread":0.4268316383863701,"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."}}