{"id":"W4384944074","doi":"10.3389/fneur.2023.1216468","title":"A protocol for a multicenter randomized and personalized controlled trial using rTMS in patients with disorders of consciousness","year":2023,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Horizon 2020 Framework Programme; Koning Boudewijnstichting; Belgian Federal Science Policy Office; European Commission; Université de Liège; Bundesministerium für Bildung und Forschung; AstraZeneca Foundation; Fundação Bial; AstraZeneca; European Space Agency; Fonds De La Recherche Scientifique - FNRS; Mind Science Foundation","keywords":"Randomized controlled trial; Persistent vegetative state; Protocol (science); Consciousness; Medicine; Physical medicine and rehabilitation; Psychology; Physical therapy; Minimally conscious state; Neuroscience; Alternative medicine; Internal medicine","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":[0.03756998,0.005244068,0.007858223,0.002371264,0.004509711,0.002698539,0.002706614,0.007149887,0.08233134],"category_scores_gemma":[0.03571465,0.002102694,0.004366008,0.002697091,0.003070199,0.002552332,0.002078301,0.007477519,0.01425954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003557948,"about_ca_system_score_gemma":0.01832284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001195277,"about_ca_topic_score_gemma":0.002911607,"domain_scores_codex":[0.9690994,0.02096435,0.003266052,0.002132943,0.002376762,0.002160541],"domain_scores_gemma":[0.9795229,0.005735474,0.003381959,0.003889106,0.004798122,0.002672432],"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":[0.7987664,0.02573284,0.001452908,0.02384092,0.002465761,0.0007918756,0.0006551216,0.003859161,0.004567939,0.01164062,0.04093181,0.08529478],"study_design_scores_gemma":[0.8753492,0.0412469,0.00252295,0.00387789,0.0007821688,0.0001235748,0.0001641247,0.002251694,0.001409951,0.004091584,0.06802931,0.0001506588],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0009292862,0.0001131488,0.001403745,0.0001469814,0.000392365,0.9958683,0.0004950752,0.0000627679,0.0005883217],"genre_scores_gemma":[0.000571959,0.00003782091,0.001618602,0.00009029452,0.000030081,0.9974022,0.00006008221,0.00000241856,0.0001866179],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08233134,"threshold_uncertainty_score":0.2754257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0328278115261609,"score_gpt":0.3450161442983834,"score_spread":0.3121883327722225,"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."}}