{"id":"W4289638758","doi":"10.7554/elife.77462","title":"Disruption in structural–functional network repertoire and time-resolved subcortical fronto-temporoparietal connectivity in disorders of consciousness","year":2022,"lang":"en","type":"article","venue":"eLife","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Horizon 2020 Framework Programme; Fondazione Europea Ricerca Biomedica; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Neuroscience; Persistent vegetative state; Minimally conscious state; Default mode network; Consciousness; Wakefulness; Psychology; Dynamic functional connectivity; Repertoire; Functional connectivity; Physics; Electroencephalography","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":[0.0002407154,0.0001963344,0.0001448122,0.00103932,0.00014903,0.0003648414,0.0001998701,0.0002338543,0.0008452592],"category_scores_gemma":[0.001234341,0.0001410363,0.0001797359,0.0004400446,0.000480704,0.0005363541,0.0003842331,0.0002944879,0.00006029507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000193038,"about_ca_system_score_gemma":0.0001559612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00146586,"about_ca_topic_score_gemma":0.002245908,"domain_scores_codex":[0.999905,0.00001862062,0.000009430463,0.00002984909,0.00001828799,0.00001891176],"domain_scores_gemma":[0.999721,0.00009773085,0.0000954256,0.00003393816,0.00002003878,0.00003186016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001475834,0.0001901621,0.2912577,0.0003948082,0.0004907955,0.004399317,0.003154096,0.01062044,0.5475066,0.005667811,0.0005592918,0.1342832],"study_design_scores_gemma":[0.00001118758,0.0002169144,0.9590044,0.00002772885,0.00008617882,0.00397851,0.0004930269,0.01395171,0.01406511,0.00761054,0.0005219217,0.00003282917],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904259,0.0004112046,0.008428459,0.0000471614,0.000004135019,0.00001266197,0.000112787,0.00002529711,0.0005323514],"genre_scores_gemma":[0.9979869,0.0001382497,0.001650678,0.000009495908,0.00000374965,0.00001133681,0.00007731999,0.000006279554,0.0001158582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00146586,"threshold_uncertainty_score":0.002914667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335338212228343,"score_gpt":0.2916447755877981,"score_spread":0.2682913934655147,"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."}}