{"id":"W4402725048","doi":"10.1002/ohn.977","title":"Time‐Driven Activity Based Costing of an Annual Canadian Cochlear Implant Program","year":2024,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Providence Health Care; University of British Columbia","funders":"","keywords":"Cochlear implant; Activity-based costing; Audiology; Cochlear implantation; Business; Medicine; Accounting","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002072162,0.0006186353,0.0003372949,0.002132052,0.001524949,0.002793262,0.001699695,0.0006531367,0.006304194],"category_scores_gemma":[0.01167662,0.0004129278,0.0007216024,0.002510029,0.0005591164,0.001110683,0.001333997,0.0008255899,0.0004283572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07450529,"about_ca_system_score_gemma":0.08609847,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9041815,"about_ca_topic_score_gemma":0.8908603,"domain_scores_codex":[0.9954407,0.0009957828,0.0001457728,0.0003254611,0.001748615,0.00134361],"domain_scores_gemma":[0.9942029,0.0006729586,0.0006135866,0.0001497115,0.003181679,0.001179212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0007625272,0.0007114504,0.1691509,0.0005303487,0.0003002372,0.0004474848,0.0009331864,0.6281819,0.001387324,0.03773233,0.02420918,0.135653],"study_design_scores_gemma":[0.0003337188,0.001190824,0.2544797,0.0003728335,0.0002964386,0.0003522159,0.003804639,0.6634239,0.001567628,0.009780244,0.06415393,0.0002439656],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7858052,0.0005726749,0.0315551,0.005047281,0.0001609036,0.006244712,0.02550267,0.0004454208,0.144666],"genre_scores_gemma":[0.9760802,0.0002585041,0.01501165,0.0001566629,0.00001337961,0.0005152805,0.003387724,0.00002914838,0.004547365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09581852,"threshold_uncertainty_score":0.5405762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758924299937312,"score_gpt":0.295341890326984,"score_spread":0.2777526473276108,"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."}}