{"id":"W6907304118","doi":"10.20381/ruor-28823","title":"Cost minimization analysis of nasopharyngoscope reprocessing in community practice","year":2023,"lang":"en","type":"other","venue":"University of Ottawa - Library","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vendor; Cost analysis; Capital cost; Cost–benefit analysis; Cost-minimization analysis; Total cost","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000421117,0.0002576366,0.0008730511,0.003888232,0.00009788811,0.00001985231,0.0008506905,0.000373745,0.00221468],"category_scores_gemma":[0.0003464773,0.0003523847,0.0002127253,0.006173869,0.0003117059,0.001472951,0.0004447018,0.0005363622,0.0001629895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000898967,"about_ca_system_score_gemma":0.0002618668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009577665,"about_ca_topic_score_gemma":0.005124165,"domain_scores_codex":[0.9977606,0.0009500069,0.0003495954,0.0003570977,0.0003717331,0.0002109696],"domain_scores_gemma":[0.9967675,0.0006318694,0.001537274,0.0009060343,0.00007322397,0.00008407978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003796276,0.001168139,0.08700078,0.0007931705,0.004201308,0.0002181533,0.00457706,0.001792842,0.00008060326,0.0004167934,0.8984089,0.0009626141],"study_design_scores_gemma":[0.001991513,0.00009559958,0.04935081,0.001827104,0.00511964,0.000002164761,0.01252052,0.002218315,0.0002066511,0.00002677832,0.9258783,0.0007625751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003131088,0.000523196,0.0001159618,0.0001682182,0.00008574763,0.0004831675,0.002502185,0.000959799,0.9920306],"genre_scores_gemma":[0.04329459,0.001841806,0.03758967,0.0002558223,0.0001166723,0.000001455917,0.008549294,0.00413647,0.9042142],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08781642,"threshold_uncertainty_score":0.9998928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02640284111458012,"score_gpt":0.2651951012677192,"score_spread":0.2387922601531391,"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."}}