{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002082745,0.00008692872,0.0001442696,0.0001709707,0.00009542957,0.00002690378,0.0001262164,0.0001087869,0.00007499119],"category_scores_gemma":[0.0002963442,0.00007776477,0.00004331375,0.0002257133,0.0001828556,0.0001551241,0.00002017632,0.0001799766,0.00007529918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005906515,"about_ca_system_score_gemma":0.0003401513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00956776,"about_ca_topic_score_gemma":0.003442945,"domain_scores_codex":[0.9989319,0.000227336,0.0001263851,0.0003198191,0.0001004623,0.0002940957],"domain_scores_gemma":[0.9992814,0.000332403,0.00002833098,0.0001720165,0.00002487149,0.0001609622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004788105,0.0002906846,0.001623997,0.0002017641,0.000008283099,0.0004014469,0.0009915101,0.0003157904,0.9173591,0.001439413,0.0003404493,0.07697976],"study_design_scores_gemma":[0.0006744735,0.003057607,0.3043652,0.0001841513,0.00003170764,0.0003869728,0.00008828688,0.575837,0.09445834,0.0001965042,0.02024936,0.0004703109],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974746,0.000008525928,0.00002291657,0.0005662534,0.0002189416,0.0003419031,0.0001223853,0.0001300229,0.001114486],"genre_scores_gemma":[0.9991413,5.941502e-7,0.0005390408,0.0001481457,0.00004074846,0.00002788881,0.000009819771,0.00001596631,0.00007645248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8229007,"threshold_uncertainty_score":0.9970276,"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."}}