{"id":"W2058798637","doi":"10.12927/hcq..16613","title":"The Saskatchewan Surgical Care Network - Toward Timely and Appropriate Access","year":2003,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health","funders":"","keywords":"Work (physics); Key (lock); Management strategy; Process (computing); Process management; Surgical procedures; Medicine; Operations management; Business; Medical emergency; Nursing; Computer science; Surgery; Engineering; Computer security","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"],"consensus_categories":[],"category_scores_codex":[0.001483831,0.0003491039,0.0005998736,0.00006281391,0.003331512,0.00009445843,0.0004297371,0.0004405062,0.0001339296],"category_scores_gemma":[0.00005248346,0.0002420242,0.0001218469,0.0003526827,0.0001419597,0.0002458305,0.00008043741,0.001372031,0.0002078176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004971466,"about_ca_system_score_gemma":0.004000126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002475699,"about_ca_topic_score_gemma":0.01194406,"domain_scores_codex":[0.9940823,0.002163492,0.001019969,0.000586971,0.0004347413,0.001712565],"domain_scores_gemma":[0.9966222,0.001315928,0.0003369326,0.0007158717,0.0003677486,0.0006413143],"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":[0.0007111944,0.00006398126,0.1789395,0.004378221,0.0001168293,0.0001807963,0.09465752,0.000002069958,0.000002819567,0.1033411,0.1069862,0.5106198],"study_design_scores_gemma":[0.001380619,0.0005680854,0.02358423,0.0001246059,0.00002497032,0.00002660938,0.05725914,0.000004516008,0.000001495919,0.007307305,0.9093595,0.0003589359],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.390768,0.1018381,0.0004261612,0.2943824,0.02168273,0.01279736,0.0002720504,0.001925291,0.175908],"genre_scores_gemma":[0.9772572,0.0009695832,0.0004353191,0.01631402,0.001900853,0.0004580698,0.00005029312,0.00008348849,0.002531202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8023733,"threshold_uncertainty_score":0.997966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04868855491383103,"score_gpt":0.403589662272108,"score_spread":0.354901107358277,"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."}}