{"id":"W2150174491","doi":"10.1016/s0140-6736(11)61224-5","title":"Bedside detection of awareness in the vegetative state: a cohort study","year":2011,"lang":"en","type":"article","venue":"The Lancet","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":710,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Medical Research Council; Université de Liège; European Commission; James S. McDonnell Foundation; University of Cambridge; National Institute for Health and Care Research; Canada Excellence Research Chairs, Government of Canada; Mind Science Foundation","keywords":"Minimally conscious state; Electroencephalography; Coma (optics); Wakefulness; Medicine; Physical medicine and rehabilitation; Audiology; Task (project management); Cohort; Acquired brain injury; Psychology; Psychiatry; Physical therapy; Neuroscience; Internal medicine; Rehabilitation; Consciousness","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1711527036522288,"score_gpt":0.386235920274317,"score_spread":0.2150832166220882,"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."},"direct_labels":[],"classifier":{"requested":true,"available":true,"version":"metacan-v1-d91a1de5be90","frame_rows_covered":4299418,"decision_targets":["metaresearch","metaepi_narrow","metaepi_broad","bibliometrics","sts","scholarly_communication","open_science","research_integrity","randomized_trial","nonrandomized_trial","observational","systematic_review","meta_analysis","case_report","qualitative","simulation_or_modeling","bench_or_experimental","theoretical_or_conceptual","not_applicable"],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame.","warning":null},"prediction":{"classifier_version":"metacan-v1-d91a1de5be90","candidate_union":["scholarly_communication","observational"],"consensus_intersection":["observational"],"score_encoding":"uint16_le_65535","score_resolution":0.000015259021896696422,"scores":{"codex":{"metaresearch":0.0006713969634546426,"metaepi_narrow":0.00006103608758678569,"metaepi_broad":0.008346684977492943,"bibliometrics":0.0001373311970702678,"sts":0.00009155413138017853,"scholarly_communication":0.021652552071412222,"open_science":0.011093308918898299,"research_integrity":0.0007934691386282139,"randomized_trial":0.0008545052262149996,"nonrandomized_trial":0.000045777065690089265,"observational":0.9996337834744793,"systematic_review":0.00009155413138017853,"meta_analysis":0.0004119935912108034,"case_report":0.000045777065690089265,"qualitative":0.0019073777370870527,"simulation_or_modeling":0.00010681315327687495,"bench_or_experimental":0.004699778744182498,"theoretical_or_conceptual":0.00016784924086366064,"not_applicable":0.008133058670939193,"design_other":0.0002746623941405356},"gemma":{"metaresearch":0.005523765926604105,"metaepi_narrow":0.00006103608758678569,"metaepi_broad":0.000030518043793392844,"bibliometrics":0.0002136263065537499,"sts":0.00015259021896696422,"scholarly_communication":0.000015259021896696422,"open_science":0.00009155413138017853,"research_integrity":0.0010223544670786603,"randomized_trial":0.00123598077363241,"nonrandomized_trial":0.000030518043793392844,"observational":0.9992828259708553,"systematic_review":0.00006103608758678569,"meta_analysis":0.000289921416037232,"case_report":0.00006103608758678569,"qualitative":0.00024414435034714275,"simulation_or_modeling":0.00010681315327687495,"bench_or_experimental":0.015259021896696421,"theoretical_or_conceptual":0.00010681315327687495,"not_applicable":0.0014648661020828565}},"interpretation":"Scores imitate each teacher on the enriched screening sample; they are not calibrated prevalence probabilities for the full frame."}}