{"id":"W1999301318","doi":"10.1177/0194599811431788","title":"Double Impairment","year":2011,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Neurotology; Vestibular system; Audiology; Vertigo; Pediatrics; Surgery; Otorhinolaryngology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005555039,0.00008623328,0.00009745382,0.00005028539,0.00008286263,0.000006856945,0.0002089555,0.00005823269,0.001293257],"category_scores_gemma":[0.00003183857,0.00007769975,0.00004060642,0.00009889764,0.0001192139,0.00008830125,0.00005747021,0.00009641705,0.001228356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009988727,"about_ca_system_score_gemma":0.00002294599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003934663,"about_ca_topic_score_gemma":0.000009217011,"domain_scores_codex":[0.9992611,0.00005337443,0.0001024468,0.0002537037,0.00007570937,0.0002536581],"domain_scores_gemma":[0.9996538,0.00002025702,0.00003647434,0.0002143603,0.000007622605,0.00006747649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009243597,0.002270175,0.1456903,0.00006517269,0.00003793774,0.001320733,0.006040823,0.0000789086,0.6479059,0.1564351,0.03564435,0.003586253],"study_design_scores_gemma":[0.002951741,0.0008913082,0.04711266,0.00001046569,0.00002307617,0.00043695,0.00008328034,0.0002418526,0.8572703,0.007281841,0.08315492,0.0005415867],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8902287,0.00002534002,0.0006064262,0.0001254955,0.0007573398,0.0001803461,0.000002230629,0.000135451,0.1079387],"genre_scores_gemma":[0.9975446,0.000008666469,0.0002774016,0.001170566,0.00005674693,0.00002710211,8.760463e-7,0.00001198599,0.000901979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2093644,"threshold_uncertainty_score":0.9996197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05357040976311293,"score_gpt":0.255985417703586,"score_spread":0.202415007940473,"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."}}