{"id":"W4392744123","doi":"10.1016/j.tics.2024.01.010","title":"Tests for consciousness in humans and beyond","year":2024,"lang":"en","type":"review","venue":"Trends in Cognitive Sciences","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Ontario Brain Institute; Canadian Institute for Advanced Research","funders":"Canadian Institute for Advanced Research","keywords":"Psychology; Consciousness; Cognitive science; Cognitive psychology; Neuroscience; Psychoanalysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00270047,0.001655993,0.003622095,0.004181664,0.0004273437,0.001925934,0.002136681,0.002325293,0.004810421],"category_scores_gemma":[0.005372561,0.0004073622,0.001364246,0.003069926,0.002602948,0.00275618,0.001502678,0.003321209,0.001737082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001582654,"about_ca_system_score_gemma":0.003499085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004424329,"about_ca_topic_score_gemma":0.005451058,"domain_scores_codex":[0.9992808,0.0002129519,0.0001397724,0.0001220169,0.0001987765,0.00004580597],"domain_scores_gemma":[0.9971381,0.002148998,0.0002012807,0.00007043536,0.0003579777,0.00008314841],"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":[0.0001002682,0.00004546314,0.0002848284,0.02961068,0.0002085706,0.0001011909,0.00006108489,0.0001721109,0.0003272151,0.007463678,0.02389348,0.9377313],"study_design_scores_gemma":[0.00009242489,0.0001598403,0.002403837,0.03954574,0.000569856,0.0009916879,0.000172708,0.0001099433,0.0004494982,0.01915251,0.9362754,0.00007660349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001975177,0.9993217,0.00005458863,0.0001779352,0.0001167739,0.000003287795,0.00001231051,0.000002710643,0.0002909133],"genre_scores_gemma":[0.0004161274,0.9985374,0.0001821829,0.0003729392,0.0002195323,0.000009713935,0.00002689236,0.000001811595,0.0002333255],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004810421,"threshold_uncertainty_score":0.01609248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5050189821896464,"score_gpt":0.5733753707325856,"score_spread":0.06835638854293924,"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."}}