{"id":"W4309046080","doi":"10.1186/s12883-022-02948-z","title":"MSmonitor-plus program and video calling care (MPVC) for multidisciplinary care and self-management in multiple sclerosis: study protocol of a single-center randomized, parallel-group, open label, non-inferiority trial","year":2022,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Newfoundland and Labrador; Multiple Sclerosis Foundation","keywords":"Medicine; Protocol (science); Randomized controlled trial; Open label; Multiple sclerosis; Neurology; Neurosurgery; Neurochemistry; Multidisciplinary approach; Physical therapy; Alternative medicine; Surgery; Psychiatry; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0135374,0.003984026,0.007662422,0.001561905,0.001655444,0.002068798,0.0024638,0.004728703,0.022443],"category_scores_gemma":[0.01110635,0.001617126,0.004148108,0.001645478,0.002274357,0.001928995,0.001285841,0.004051805,0.003101318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002735009,"about_ca_system_score_gemma":0.007644008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001616545,"about_ca_topic_score_gemma":0.002683211,"domain_scores_codex":[0.9898534,0.006949156,0.0007479279,0.0008242054,0.0007621677,0.0008631978],"domain_scores_gemma":[0.9953388,0.001277708,0.001191121,0.0005133909,0.0005297945,0.001149106],"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":[0.978934,0.008402839,0.0004206343,0.001895146,0.0009341377,0.00004331351,0.0000547272,0.0005027839,0.0005403044,0.0003388512,0.001066925,0.006866277],"study_design_scores_gemma":[0.9873482,0.01077558,0.0003553616,0.00007298808,0.00022865,0.000009124429,0.000009052706,0.0002702537,0.00008616829,0.0001410582,0.0006928385,0.00001064724],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.06002711,0.00146057,0.003090367,0.0007365482,0.0006441041,0.9294905,0.002503404,0.000185464,0.001861907],"genre_scores_gemma":[0.04495858,0.0005782797,0.003765119,0.000600076,0.0002303779,0.9480171,0.0005853567,0.00001270586,0.001252391],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.022443,"threshold_uncertainty_score":0.07507932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1246214517470793,"score_gpt":0.3895398206968789,"score_spread":0.2649183689497996,"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."}}