{"id":"W1927653545","doi":"","title":"Appendectomies in rural hospitals. Safe whether performed by specialist or GP surgeons.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Telus (Canada)","funders":"","keywords":"Medicine; Triage; Perforation; Laparotomy; Comorbidity; General surgery; Academic institution; Rural area; Emergency medicine; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004259349,0.0001341837,0.0001853879,0.0006236634,0.0002752833,0.0003703786,0.0001715928,0.0002323151,0.00154611],"category_scores_gemma":[0.004610049,0.0001699875,0.0001598743,0.0008564044,0.0003054316,0.0003104986,0.0004538603,0.0002146009,0.0001807268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005468761,"about_ca_system_score_gemma":0.000537123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.011807,"about_ca_topic_score_gemma":0.02969031,"domain_scores_codex":[0.9992626,0.0001704725,0.00006400929,0.0001072819,0.0002080464,0.000187568],"domain_scores_gemma":[0.9951741,0.000624583,0.003283385,0.0001026048,0.0002470155,0.0005683412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001049737,0.00001286604,0.9974469,0.00002091761,0.00002110297,0.0001587189,0.00006026539,0.00003393716,0.00008984647,0.000009946449,0.0001645583,0.00187598],"study_design_scores_gemma":[0.00001920031,0.000144107,0.9982727,0.00001442502,0.0000100525,0.0009044463,0.0003140082,0.00006768532,0.00002843175,0.0000152173,0.000207657,0.000002045503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987689,0.0003290012,0.00005726947,0.0000635292,0.000004855567,0.000009492098,0.0003978338,0.000002845447,0.0003662967],"genre_scores_gemma":[0.9993737,0.0001406303,0.00004127542,0.00003309382,0.000008312571,0.000006748187,0.0003406458,9.452669e-7,0.00005457128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.011807,"threshold_uncertainty_score":0.02347654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626466852422543,"score_gpt":0.2375530133068196,"score_spread":0.2212883447825942,"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."}}