{"id":"W4220886179","doi":"10.1212/wnl.0000000000200574","title":"Ethical Guidance for Neuroprognostication in Disorders of Consciousness","year":2022,"lang":"en","type":"article","venue":"Neurology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Persistent vegetative state; Trauma center; Traumatic brain injury; Retrospective cohort study; Consciousness Disorders; Cohort; Level of consciousness; Consciousness; Injury prevention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08899121,0.0006480677,0.0009539375,0.0009022399,0.007808847,0.007898114,0.003691771,0.02356476,0.007091928],"category_scores_gemma":[0.1956098,0.0005301893,0.001249071,0.000663097,0.01860239,0.005781255,0.009088979,0.03140802,0.003139744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003810687,"about_ca_system_score_gemma":0.03329544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002751283,"about_ca_topic_score_gemma":0.006079513,"domain_scores_codex":[0.8506866,0.1166086,0.009989039,0.002661632,0.01617623,0.00387784],"domain_scores_gemma":[0.8120351,0.1364121,0.009626762,0.01094193,0.0210804,0.009903613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001792344,0.0003945999,0.00211223,0.0007633507,0.00005411855,0.002932103,0.01752191,0.0006038129,0.0009418432,0.3047104,0.516013,0.1537735],"study_design_scores_gemma":[0.0001755735,0.0002031271,0.001508718,0.004143628,0.0000321666,0.004357907,0.005782709,0.0008810924,0.0007405454,0.2094543,0.7726057,0.0001144814],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007340534,0.01518033,0.03170744,0.8394699,0.02052088,0.001072726,0.00009804366,0.0002321764,0.08437799],"genre_scores_gemma":[0.169423,0.01110172,0.05001265,0.72404,0.01586169,0.002616632,0.0001750706,0.0002120766,0.02655706],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08899121,"threshold_uncertainty_score":0.4706361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04587384844441216,"score_gpt":0.3567895871981072,"score_spread":0.310915738753695,"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."}}