{"id":"W2765392035","doi":"10.1002/ana.25088","title":"Reforming the taxonomy in disorders of consciousness","year":2017,"lang":"en","type":"review","venue":"Annals of Neurology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Australian Research Council; Canada Excellence Research Chairs, Government of Canada; Canadian Institute for Advanced Research","keywords":"Taxonomy (biology); Consciousness; Psychology; Medicine; Biology; Ecology; Neuroscience","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009349412,0.000195605,0.001889112,0.000326985,0.0000373158,0.000003851333,0.0006225472,0.0002814546,0.00004738419],"category_scores_gemma":[0.0008784965,0.0001169709,0.0003458754,0.0001569856,0.0007716614,0.00003261498,0.0001759871,0.0007363101,0.0000132611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004081253,"about_ca_system_score_gemma":0.0003810673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001312331,"about_ca_topic_score_gemma":0.000133114,"domain_scores_codex":[0.9980798,0.0003609579,0.0007739209,0.0002581705,0.0002053244,0.0003217743],"domain_scores_gemma":[0.9971959,0.0009282774,0.0006864324,0.0010448,0.00009173635,0.00005285849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007325186,0.00007893455,0.0003515713,0.01001711,0.0001074637,0.00002885375,0.00003254475,1.213294e-7,4.289603e-7,0.0001532528,0.0007892911,0.9883672],"study_design_scores_gemma":[0.0002460127,0.000484183,0.000592901,0.002161928,0.00008872904,0.00009658757,0.000006279392,0.000002121223,0.00000252059,0.0001233072,0.996125,0.00007044408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008379893,0.9870707,0.000001628302,0.004510163,0.0001333289,0.001507137,0.0000226259,0.00000736641,0.00590907],"genre_scores_gemma":[0.002702262,0.9965031,0.00001052182,0.0003683799,0.00004901426,0.0001741031,0.00001021275,0.00002835767,0.0001540816],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9953357,"threshold_uncertainty_score":0.4769934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5149616637625237,"score_gpt":0.497834050130011,"score_spread":0.01712761363251275,"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."}}