{"id":"W1991628929","doi":"10.1002/cii.421","title":"Estimation of risks associated with paediatric cochlear implantation","year":2009,"lang":"en","type":"review","venue":"Cochlear Implants International","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Calgary; University of Ottawa","funders":"","keywords":"Cochlear implantation; Medicine; Retrospective cohort study; Cochlear implant; Chart; Estimation; Pediatrics; Audiology; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003837516,0.0003546528,0.0008539116,0.0005389042,0.0001156509,0.00008653617,0.0004816399,0.0003175849,0.000107232],"category_scores_gemma":[0.001653818,0.0002747702,0.0002346698,0.0004878052,0.0001251237,0.0002363433,0.00005875785,0.0004156359,0.0001468884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002351167,"about_ca_system_score_gemma":0.00027512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000201338,"about_ca_topic_score_gemma":0.000002121694,"domain_scores_codex":[0.9972335,0.000308278,0.0008179042,0.0005443468,0.0008044993,0.0002915229],"domain_scores_gemma":[0.9973115,0.001251301,0.0009535591,0.0002599997,0.0001328856,0.00009073892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003045699,0.0001410091,0.00001615792,0.0007724208,0.00005832842,0.00002584233,0.00008667322,0.0002437265,0.00006201973,0.0007175998,0.0002636142,0.9975821],"study_design_scores_gemma":[0.009315906,0.004703617,0.03483406,0.09416875,0.004679555,0.005537722,0.0001936118,0.01991353,0.002016685,0.004946568,0.8127161,0.00697389],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05518864,0.9168677,0.002511803,0.0001820288,0.004504281,0.004262025,0.004097232,0.0007139304,0.01167241],"genre_scores_gemma":[0.0527597,0.9454137,0.0003319873,0.00007195601,0.0002004187,0.00004305882,0.0007786398,0.00006549121,0.0003350299],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9906083,"threshold_uncertainty_score":0.9999704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1041330386412707,"score_gpt":0.3984695503476762,"score_spread":0.2943365117064055,"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."}}