{"id":"W3184018683","doi":"10.1177/23312165211031751","title":"Cochlear Implantation in Infants: Why and How","year":2021,"lang":"en","type":"review","venue":"Trends in Hearing","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Candidacy; Medicine; Cochlear implantation; Cochlear implant; Perioperative; Audiology; Intervention (counseling); Pediatrics; Surgery; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0003616931,0.0002001839,0.0007345694,0.0007035555,0.0000487423,0.0001170148,0.0000995935,0.0001974568,0.00001822776],"category_scores_gemma":[0.0004960439,0.0001793505,0.00008603281,0.0009357391,0.00005133689,0.0001688594,0.00009539493,0.0004680644,0.000004910274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001126931,"about_ca_system_score_gemma":0.00005253427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000135611,"about_ca_topic_score_gemma":0.00007059483,"domain_scores_codex":[0.9983383,0.0003670789,0.0003260253,0.0005326713,0.0001660367,0.0002698285],"domain_scores_gemma":[0.999031,0.0006097772,0.00009215591,0.0002075644,0.000008821939,0.00005066989],"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":[0.00000140849,0.00001988259,0.0002494602,0.002239604,0.000001551065,0.00005023068,0.0002802612,0.0000042345,0.00007120844,0.0002599432,0.00002795337,0.9967943],"study_design_scores_gemma":[0.0008677891,0.0001246499,0.02105145,0.04201566,0.00007395411,0.0003661389,0.0001542167,0.0003276124,0.0000638518,0.0001332012,0.9338266,0.0009949369],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01181486,0.9864916,0.000005145861,0.0001430655,0.0002863108,0.0002020563,0.00001082149,0.00003697556,0.001009117],"genre_scores_gemma":[0.005105359,0.9943247,0.0001541799,0.00004797557,0.00005160162,0.00004618283,0.00001685103,0.00002726179,0.0002258912],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9957993,"threshold_uncertainty_score":0.7313702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1464928966946937,"score_gpt":0.3978140352447379,"score_spread":0.2513211385500442,"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."}}