{"id":"W1588870201","doi":"10.1007/bf03022954","title":"Towards international standardization of the anesthesia machine","year":2007,"lang":"en","type":"editorial","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Standardization; Anesthesia; International standardization; Medicine; Computer science; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02532314,0.003028578,0.00445228,0.00504457,0.00295175,0.01015209,0.005043246,0.02841935,0.003824127],"category_scores_gemma":[0.05525083,0.001770214,0.003969009,0.00222682,0.00639229,0.005887395,0.001978845,0.0486855,0.003798387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003154053,"about_ca_system_score_gemma":0.007928773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003323154,"about_ca_topic_score_gemma":0.007302432,"domain_scores_codex":[0.9756369,0.00463051,0.004678777,0.001543085,0.01253986,0.0009707923],"domain_scores_gemma":[0.8928266,0.03903008,0.004525943,0.003669359,0.05558776,0.004360266],"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":[0.00003385848,0.00003202023,0.00005027168,0.000409927,0.00004393069,0.0001521283,0.00005160001,0.00008481877,0.0001640662,0.002410613,0.9784971,0.01806977],"study_design_scores_gemma":[0.00003773269,0.00003812745,0.0004915903,0.0006069381,0.00009696637,0.0002952743,0.00009232586,0.0002484317,0.000329029,0.002624181,0.9951042,0.00003530112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005482207,0.0070216,0.0008128193,0.04030934,0.9502935,0.00001530891,0.00002159436,0.00005752113,0.001413476],"genre_scores_gemma":[0.00105497,0.009115642,0.001249346,0.03027932,0.9536822,0.00002649674,0.00003709088,0.0000798648,0.004474981],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02841935,"threshold_uncertainty_score":0.1339232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294685472769186,"score_gpt":0.2712218766009178,"score_spread":0.2582750218732259,"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."}}