{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001083471,0.0003488015,0.001402793,0.0002742135,0.0004487841,0.00006112418,0.0003459801,0.0000956447,0.000006537394],"category_scores_gemma":[0.000447296,0.0003041665,0.0001183217,0.0002499276,0.0002601171,0.0001063332,0.002837012,0.0004248347,3.396787e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001572299,"about_ca_system_score_gemma":0.000109428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004972288,"about_ca_topic_score_gemma":0.002112033,"domain_scores_codex":[0.9960936,0.001085157,0.0008413479,0.0009388988,0.0004601513,0.0005808643],"domain_scores_gemma":[0.9978688,0.001071087,0.0002607952,0.0004479364,0.0001970965,0.0001543025],"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":[0.7911872,0.007702652,0.1826941,0.002216662,0.0002670363,0.00005907981,0.008260936,0.0001438776,0.0003735689,0.000004026289,0.00002862451,0.007062308],"study_design_scores_gemma":[0.9127068,0.02633192,0.04675685,0.00008203214,0.0002048651,0.000006694034,0.006183573,0.00648021,0.00001916318,0.000005468576,0.0009800404,0.0002424082],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6420557,0.0001292295,0.00003555192,0.0001107981,0.0001119368,0.357417,0.00005091626,0.00005157636,0.00003728289],"genre_scores_gemma":[0.5654209,0.00002924406,0.005929794,0.00003327868,0.0000564894,0.4284663,0.00002688938,0.00003265583,0.000004469438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1359372,"threshold_uncertainty_score":0.9999411,"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."}}