{"id":"W4406394895","doi":"10.1016/j.ysur.2016.03.004","title":"10.1016/j.ysur.2016.03.004","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Abscess; Surgery; General surgery; Conservative treatment","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005665516,0.0008958593,0.0004308205,0.001429558,0.0007786052,0.002116629,0.0008038484,0.002823816,0.858393],"category_scores_gemma":[0.001565624,0.000354335,0.0005257534,0.0006077827,0.0007085297,0.00197018,0.001125528,0.001330396,0.792089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007532462,"about_ca_system_score_gemma":0.00109777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002733259,"about_ca_topic_score_gemma":0.002688727,"domain_scores_codex":[0.9997249,0.00002458708,0.00002784567,0.00006068925,0.00007702733,0.00008491783],"domain_scores_gemma":[0.9990737,0.0001591424,0.0001417107,0.00003929697,0.0001795517,0.0004064782],"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":[0.0003645537,0.0003602512,0.01267162,0.0005884263,0.00004533551,0.0009347899,0.0001490075,0.0002925622,0.0008346452,0.00342855,0.2575601,0.7227702],"study_design_scores_gemma":[0.00009968052,0.0002196896,0.01375733,0.001656298,0.00005654197,0.00817599,0.0006007848,0.000512425,0.0007214349,0.004957936,0.9692026,0.0000392257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01137966,0.01735063,0.003389756,0.01226277,0.003064334,0.0001306962,0.003664998,0.001931185,0.9468259],"genre_scores_gemma":[0.03471053,0.008502121,0.003615659,0.003453436,0.001433733,0.0001075764,0.002773855,0.0003910739,0.9450119],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.141607,"threshold_uncertainty_score":0.2019852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007390544220561886,"score_gpt":0.1999101613001603,"score_spread":0.1925196170795984,"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."}}