{"id":"W4396763636","doi":"10.1101/2024.05.08.592792","title":"Functional Resilience of the Neural Visual Recognition System Post-Pediatric Occipitotemporal Resection","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Face Recognition and Perception","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"National Eye Institute; National Institute of General Medical Sciences; Epilepsy Society; Carnegie Mellon University; University of Pittsburgh; Research to Prevent Blindness; National Institutes of Health; National Science Foundation","keywords":"Resilience (materials science); Neuroscience; Psychology; Computer science; Cognitive psychology","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":[0.0002046735,0.0003167868,0.0002567647,0.0004476959,0.0001713332,0.0002933488,0.0001896259,0.0001925208,0.00136434],"category_scores_gemma":[0.0008318555,0.0001095053,0.0002079315,0.000192963,0.0007218248,0.0002916591,0.0003710774,0.0003519194,0.0001709857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003045332,"about_ca_system_score_gemma":0.0004043629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002198469,"about_ca_topic_score_gemma":0.002352583,"domain_scores_codex":[0.9998366,0.00001525341,0.00001117802,0.00003726941,0.00004902388,0.00005073795],"domain_scores_gemma":[0.9995903,0.00009136593,0.0001749497,0.00005355117,0.00004068546,0.00004915247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001016854,0.00009678983,0.1895476,0.0001097342,0.0001030211,0.005180473,0.001040578,0.001509727,0.7545668,0.0006552426,0.0002904984,0.04588284],"study_design_scores_gemma":[0.00001202956,0.0004404437,0.9197097,0.00001270131,0.00004149838,0.008525182,0.0008638417,0.001785042,0.06760326,0.0003649555,0.0006259619,0.00001541878],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990357,0.00006535111,0.0004732457,0.00001819511,0.000002738737,0.000003391863,0.00005510914,0.00001987823,0.000326389],"genre_scores_gemma":[0.9994712,0.00004305856,0.000248809,0.000006962128,0.000001558598,0.000006974568,0.00007636443,0.000006513163,0.0001386111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002198469,"threshold_uncertainty_score":0.004564226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03135193799291479,"score_gpt":0.2446862932216534,"score_spread":0.2133343552287386,"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."}}