{"id":"W4378232492","doi":"10.3389/fnsys.2023.1085902","title":"A scoping review for building a criticality-based conceptual framework of altered states of consciousness","year":2023,"lang":"en","type":"review","venue":"Frontiers in Systems Neuroscience","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research; Université de Montréal; Canadian Sleep & Circadian Network","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Université de Montréal; Natural Sciences and Engineering Research Council of Canada; National Institute of General Medical Sciences; Canadian Institute for Advanced Research","keywords":"Criticality; Consciousness; Psychology; Delirium; Cognitive psychology; Wakefulness; Cognitive science; Neuroscience; Electroencephalography; Psychiatry; Physics","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002513468,0.0005180142,0.003881784,0.0008482616,0.0001671193,0.00009819459,0.001986998,0.0002922494,0.000002865353],"category_scores_gemma":[0.01968547,0.0004502125,0.0005269196,0.003604115,0.002242152,0.0001880672,0.0002667873,0.0006163621,0.000002590705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275067,"about_ca_system_score_gemma":0.001313962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003025461,"about_ca_topic_score_gemma":0.000001242054,"domain_scores_codex":[0.9921792,0.001710865,0.002389364,0.00145025,0.001291566,0.0009788135],"domain_scores_gemma":[0.9916033,0.005873234,0.001113274,0.0009762839,0.0002247376,0.0002091402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003000877,0.0001632379,0.00006166258,0.9696673,0.00001122795,0.00005271573,0.0001030817,0.0002096338,0.0002037986,0.003982039,0.001005451,0.02450987],"study_design_scores_gemma":[0.0003911902,0.0002187562,6.974628e-7,0.9619802,0.0001567648,0.00001820919,0.0001080799,0.00334384,0.0007712943,0.0003331242,0.03209335,0.0005844752],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002464226,0.9107414,0.07675137,0.00003083884,0.004783693,0.006929064,0.0006560726,0.00007068773,0.00001217143],"genre_scores_gemma":[0.0004580619,0.9962744,0.001043648,0.0001727789,0.00008537081,0.001837365,0.000007831782,0.00009173856,0.00002886337],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08553289,"threshold_uncertainty_score":0.999795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1983922055008095,"score_gpt":0.4504140546932346,"score_spread":0.2520218491924251,"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."}}