{"id":"W2901607143","doi":"10.5430/jha.v7n6p30","title":"Financial cost of elective day of surgery cancellations","year":2018,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kuopion Yliopistollinen Sairaala","keywords":"Euros; Medicine; Total cost; Health care; Operations management; Protocol (science); Finance; Business; Economics; Accounting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001159819,0.0002906792,0.0003196744,0.001861627,0.0006550936,0.001203371,0.0004830979,0.0003285298,0.002937168],"category_scores_gemma":[0.009289799,0.0001722203,0.0008654782,0.00137451,0.0003667073,0.0005732378,0.001315023,0.0007287001,0.000303825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00457798,"about_ca_system_score_gemma":0.003567325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0105414,"about_ca_topic_score_gemma":0.01325928,"domain_scores_codex":[0.9967102,0.0007125316,0.0004862949,0.0001592486,0.001344691,0.0005870463],"domain_scores_gemma":[0.9942234,0.00122953,0.002673788,0.00012301,0.000898612,0.0008516362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008175865,0.0003150642,0.889041,0.0004069786,0.0002256891,0.001248115,0.0007615938,0.004477124,0.0007057547,0.001613518,0.005123093,0.09526451],"study_design_scores_gemma":[0.00003163466,0.0005963793,0.9840763,0.0001479241,0.0001168556,0.001670754,0.00190521,0.003604596,0.0005072781,0.0005864098,0.00669801,0.00005859667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892014,0.001590823,0.0005398649,0.0009725722,0.0001150635,0.00009789735,0.002226593,0.00001863453,0.005237176],"genre_scores_gemma":[0.9963726,0.0005673313,0.0004936592,0.00006356103,0.00005798806,0.00003427141,0.001086438,0.00000557441,0.001318613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0105414,"threshold_uncertainty_score":0.0332157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01800798379636398,"score_gpt":0.2910247876787732,"score_spread":0.2730168038824092,"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."}}