{"id":"W2991286032","doi":"10.1097/mao.0000000000002491","title":"Anatomical and Functional Consequences of Microneedle Perforation of Round Window Membrane","year":2019,"lang":"en","type":"article","venue":"Otology & Neurotology","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"National Center for Research Resources; National Institute on Deafness and Other Communication Disorders; National Cancer Institute","keywords":"Medicine; Round window; Perforation; Inner ear; In vivo; Biomedical engineering; Ex vivo; Surgery; Radiology; Materials science","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":[0.0003021441,0.0002886719,0.0002327887,0.0001925805,0.0002157492,0.0003194045,0.0002486131,0.0006623461,0.00151297],"category_scores_gemma":[0.0004771554,0.000137275,0.0003253477,0.00005971775,0.0005136932,0.0003923031,0.0003111953,0.0005233375,0.0002730997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002823327,"about_ca_system_score_gemma":0.0002061045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002514192,"about_ca_topic_score_gemma":0.0002600009,"domain_scores_codex":[0.9998425,0.00001941961,0.00001443448,0.000026963,0.0000467771,0.00004990235],"domain_scores_gemma":[0.9996934,0.00008497258,0.0001227082,0.00003527587,0.00002310959,0.00004045714],"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":[0.0002026107,0.00003225569,0.001289258,0.000108655,0.000008373565,0.001252715,0.00003701347,0.000168441,0.994005,0.0001025135,0.00003086993,0.002762232],"study_design_scores_gemma":[0.00002987449,0.003263221,0.04332094,0.00002390695,0.00003610499,0.005791301,0.0002700968,0.001005807,0.9450661,0.000194569,0.0009854943,0.00001258351],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945706,0.0008764882,0.00355499,0.0000933371,0.00003298522,0.0000440892,0.00005860466,0.00008536447,0.0006835507],"genre_scores_gemma":[0.9983359,0.0002866313,0.0009275003,0.00003677536,0.000005508338,0.00002500113,0.00002896146,0.000003131417,0.0003505708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00151297,"threshold_uncertainty_score":0.005061388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03213364762958117,"score_gpt":0.2650652985019313,"score_spread":0.2329316508723501,"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."}}