{"id":"W2010659328","doi":"10.2310/7070.2007.e006","title":"Hearing Recovery after Meningitis","year":2007,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Meningitis; Hearing loss; Audiology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01031549,0.00005666802,0.0001451542,0.0001865076,0.0002071845,0.00002636925,0.0005220609,0.0001081385,0.0003424202],"category_scores_gemma":[0.0006916149,0.00004018338,0.00007944292,0.0002491023,0.0003621786,0.0001957681,0.00008329283,0.0004860145,0.00003969389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001193957,"about_ca_system_score_gemma":0.0001914767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005710584,"about_ca_topic_score_gemma":0.0005009361,"domain_scores_codex":[0.9983616,0.0004582077,0.0003267769,0.00005572833,0.000437401,0.0003602249],"domain_scores_gemma":[0.9984744,0.0009002376,0.0001806915,0.0001400851,0.00019893,0.0001056649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01330284,0.0007834607,0.421339,0.0001098659,0.0009492231,0.01078818,0.1110952,0.0001221269,0.0723822,0.03350666,0.1013756,0.2342456],"study_design_scores_gemma":[0.001163224,0.002162495,0.4857773,0.0002323563,0.00009570693,0.003172062,0.01089583,0.00001720445,0.01433862,0.04368245,0.4379326,0.0005301231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523643,0.000549881,0.004160849,0.004163423,0.0004018039,0.00012452,3.342956e-7,0.00002063667,0.03821427],"genre_scores_gemma":[0.9972156,0.0002218756,0.00135459,0.0002637505,0.0004168976,0.000001485568,5.520434e-8,0.000008749464,0.0005170432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.336557,"threshold_uncertainty_score":0.3749261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06566132257354837,"score_gpt":0.401944304606956,"score_spread":0.3362829820334077,"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."}}