{"id":"W2048419880","doi":"10.12927/hcq..16680","title":"Creating a Surgical Wait List Management Strategy for Saskatchewan","year":2002,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Health administration; Medicine; Health care; Neurosurgery; Work (physics); Surgical procedures; Management; Nursing; Public health; Political science; Surgery; Engineering; Law","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008505112,0.0002524175,0.0003918626,0.0001522232,0.002157392,0.00005682527,0.0001729294,0.0003405751,0.0009929815],"category_scores_gemma":[0.00002796561,0.0002390832,0.0001147365,0.0003296758,0.00003578077,0.0001950186,0.00001644223,0.0005585928,0.0002710021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002833882,"about_ca_system_score_gemma":0.0002657634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0021368,"about_ca_topic_score_gemma":0.004125325,"domain_scores_codex":[0.9964953,0.0006217646,0.001071412,0.000539163,0.0003009848,0.000971364],"domain_scores_gemma":[0.9980198,0.0004121318,0.0002344219,0.0004669532,0.0004491072,0.0004176193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002857624,0.0005956478,0.0180746,0.006339577,0.0001336828,0.0001610694,0.0902693,0.0005082199,0.00001798094,0.10756,0.02669543,0.7493587],"study_design_scores_gemma":[0.01535863,0.01011361,0.0147185,0.003300936,0.0001591577,0.0001003498,0.3674904,0.1810836,0.0000108778,0.005586775,0.3992489,0.002828301],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6134567,0.003881961,0.06409414,0.1462444,0.005840264,0.02517256,0.001137707,0.002662551,0.1375097],"genre_scores_gemma":[0.9688571,0.0001021292,0.01385817,0.001542732,0.0008957689,0.001187551,0.0001840464,0.0000646131,0.01330788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7465304,"threshold_uncertainty_score":0.9999202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08904869353351379,"score_gpt":0.4065671661725491,"score_spread":0.3175184726390353,"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."}}