{"id":"W4406511131","doi":"10.1016/j.ysur.2015.03.195","title":"10.1016/j.ysur.2015.03.195","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Amoxicillin/clavulanic acid; Amoxicillin; Clavulanic acid; Antibiotics; Abdominal pain; Prospective cohort study; Acute appendicitis; Surgery; Microbiology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001273142,0.000135119,0.0002324808,0.00007705778,0.00005068641,0.00002148991,0.0001061163,0.00004833721,0.9987372],"category_scores_gemma":[0.00002512324,0.0001207892,0.00007376994,0.0001496454,0.00002597367,0.00004901065,0.0000460393,0.0000859737,0.9974012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004668397,"about_ca_system_score_gemma":0.0000187611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003756086,"about_ca_topic_score_gemma":2.742909e-7,"domain_scores_codex":[0.9990408,0.00001809028,0.0001804199,0.0002454927,0.0002382772,0.0002768648],"domain_scores_gemma":[0.9993651,0.00002672219,0.00002372655,0.0003349766,0.00003045102,0.0002190371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005110875,0.000102012,8.831263e-7,0.000009355424,0.00002703904,0.00003212749,0.000008525024,0.000005919374,0.00001355746,0.000003017391,0.576143,0.4236035],"study_design_scores_gemma":[0.0006243995,0.0004040104,0.0006175623,0.00006449378,0.0000756404,0.00001268615,0.000002401231,0.00005154774,0.00008883862,0.000005229741,0.9979154,0.000137826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001314534,0.0001568513,0.000001257807,0.002511779,0.000002105293,0.0004219837,0.000007624671,0.0001300878,0.9954538],"genre_scores_gemma":[0.001047864,0.000003279911,0.0001512004,0.0006164075,0.0001942886,0.00004538917,0.00003543379,0.00002915214,0.997877],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4234657,"threshold_uncertainty_score":0.492564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007771791902117748,"score_gpt":0.2114400696341696,"score_spread":0.2036682777320518,"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."}}