{"id":"W4404182801","doi":"10.1101/2024.11.04.621844","title":"A unified central thalamus mechanism underlying diverse recoveries in disorders of consciousness","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Thalamus; Mechanism (biology); Consciousness; Persistent vegetative state; Neuroscience; Psychology; Cognitive science; Cognitive psychology; Philosophy; Epistemology; Minimally conscious state","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003878923,0.0003174419,0.000424361,0.0006134599,0.000154752,0.0005143083,0.0002298328,0.0002012318,0.001250753],"category_scores_gemma":[0.001352744,0.00009768121,0.0002640971,0.0003007181,0.0006381536,0.0002936776,0.0005642131,0.0003844911,0.0001609821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002208627,"about_ca_system_score_gemma":0.0002337776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008709448,"about_ca_topic_score_gemma":0.001045042,"domain_scores_codex":[0.9998509,0.0000370819,0.00001618489,0.00003116475,0.00002500526,0.00003957276],"domain_scores_gemma":[0.9995735,0.00008413719,0.0001873042,0.00005991389,0.00004630069,0.00004876017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002053363,0.0001939463,0.744014,0.0002969222,0.0004429232,0.005879236,0.001163361,0.003531864,0.1756016,0.002473199,0.0008280672,0.06352147],"study_design_scores_gemma":[0.00004082076,0.0006490397,0.9753882,0.00004477268,0.00009211919,0.005047961,0.0005532491,0.006194805,0.008673577,0.002838608,0.0004510273,0.00002590829],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923521,0.0005415864,0.005907956,0.0001411124,0.00001074599,0.00003161929,0.000300247,0.00004571028,0.0006688427],"genre_scores_gemma":[0.9994843,0.00007981709,0.0002581338,0.0000140646,0.000005780431,0.00000602223,0.00008074763,0.000002880916,0.00006813186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001250753,"threshold_uncertainty_score":0.004184127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04861719272050554,"score_gpt":0.2898799396124392,"score_spread":0.2412627468919337,"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."}}