{"id":"W4388699279","doi":"10.1503/cjs.011222","title":"Comparison of outcomes after appendectomy in First Nations and non–First Nations patients in Northern Alberta","year":2023,"lang":"en","type":"review","venue":"Canadian Journal of Surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"","keywords":"Medicine; Odds ratio; Hazard ratio; Population; Poisson regression; Socioeconomic status; Confidence interval; Demography; Surgery; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003829839,0.0002380863,0.001966838,0.004221021,0.00008574779,0.00002433552,0.0001189234,0.0001499508,0.00009328563],"category_scores_gemma":[0.001247844,0.000204297,0.0003555016,0.0009626882,0.00006405721,0.00009484425,0.0000276339,0.0003402139,0.00001734597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004920633,"about_ca_system_score_gemma":0.001206235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0259565,"about_ca_topic_score_gemma":0.977258,"domain_scores_codex":[0.9977322,0.00005035382,0.001475817,0.0001803033,0.0002629922,0.0002983235],"domain_scores_gemma":[0.9965897,0.00202916,0.0006943642,0.0001750789,0.000139755,0.0003719048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003390691,0.0001089847,0.9759095,0.00547006,0.0001569256,0.0002305588,0.0002719443,0.000004571877,4.273611e-10,0.00001586077,0.001779868,0.01604829],"study_design_scores_gemma":[0.0003467173,0.0000225736,0.5482088,0.0292793,0.0002350712,0.000009093421,0.00009933145,0.000001627808,2.346143e-8,0.000003167647,0.4216585,0.000135863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07692654,0.9179713,0.000002408344,0.001135769,0.0009408704,0.001438898,0.0001627689,0.000004707371,0.001416716],"genre_scores_gemma":[0.318179,0.6814296,0.000009196188,0.00004196658,0.0000412191,0.00005917603,0.00007983827,0.00004027045,0.0001197338],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9513015,"threshold_uncertainty_score":0.9805297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0672809923859666,"score_gpt":0.3305112247061374,"score_spread":0.2632302323201707,"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."}}