{"id":"W4210565530","doi":"10.1016/j.ijom.2022.01.005","title":"Hearing impairment and ear anomalies in craniofacial microsomia: a systematic review","year":2022,"lang":"en","type":"review","venue":"International Journal of Oral and Maxillofacial Surgery","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Microtia; Craniofacial; Hearing loss; Conductive hearing loss; Hemifacial microsomia; Audiology; Sensorineural hearing loss; Middle ear; Craniofacial abnormality; Atresia; Anatomy","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":[0.0005043705,0.000281561,0.00142046,0.0002205879,0.00006038301,0.00006446557,0.0001877462,0.0001242126,0.00004286215],"category_scores_gemma":[0.0001776735,0.000222114,0.0005007727,0.00009193051,0.0000568674,0.00001548711,0.0002154861,0.0001903225,0.000001536399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006834868,"about_ca_system_score_gemma":0.0002218026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001041105,"about_ca_topic_score_gemma":0.00001024121,"domain_scores_codex":[0.9982136,0.0001189176,0.0009667461,0.0002371587,0.0002985255,0.0001650656],"domain_scores_gemma":[0.9991174,0.00002295856,0.0006117703,0.00009577394,0.00006983145,0.0000822963],"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":[0.0001788472,0.000430976,0.003897769,0.1862055,0.0018741,0.0008612081,0.00008946255,5.933039e-7,0.00003135568,0.00003105799,0.0003301678,0.806069],"study_design_scores_gemma":[0.0004620845,0.0001273366,0.0003528903,0.05062502,0.0005329007,0.001163719,0.00004303589,3.072616e-7,0.000001904914,0.00002810977,0.946321,0.000341698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003551149,0.9952188,0.000004365704,0.00006772674,0.0005989852,0.000433264,0.00008217474,0.000002546749,0.00004106027],"genre_scores_gemma":[0.0006535742,0.9989366,0.00002387348,0.0001376933,0.00004941644,0.00004158901,0.00008180049,0.00002294384,0.0000525364],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9459908,"threshold_uncertainty_score":0.9057547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03342059253182574,"score_gpt":0.315662346603079,"score_spread":0.2822417540712533,"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."}}