{"id":"W4285022494","doi":"10.1097/sla.0000000000005458","title":"Perception of Treatment Success and Impact on Function with Antibiotics or Appendectomy for Appendicitis","year":2022,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Academic Health Science Network","funders":"National Center for Advancing Translational Sciences; Patient-Centered Outcomes Research Institute","keywords":"Medicine; Regret; Randomized controlled trial; Logistic regression; Observational study; Confidence interval; Cohort; Medical prescription; Appendicitis; Cohort study; Patient satisfaction; Physical therapy; Internal medicine; Surgery; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002956352,0.000135188,0.0004511166,0.0002542867,0.00008066007,0.000006333504,0.00002750919,0.00002612761,0.0005152679],"category_scores_gemma":[0.00001965809,0.00008789436,0.000155307,0.0001624731,0.00005274171,0.00005714778,0.0000250296,0.00004364459,0.00000123354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000520217,"about_ca_system_score_gemma":0.00007941168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002859973,"about_ca_topic_score_gemma":0.00000780549,"domain_scores_codex":[0.9990916,0.00003344049,0.0002581104,0.0002032255,0.0002326858,0.0001809883],"domain_scores_gemma":[0.999247,0.000248621,0.0001994404,0.000165773,0.0000702844,0.0000688413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01621002,0.002495368,0.7667554,0.0008690965,0.001212009,0.00008179343,0.0003494442,0.0003714639,0.002098585,0.0003756386,0.03180699,0.1773742],"study_design_scores_gemma":[0.002106362,0.01823919,0.9626741,0.0003504655,0.0003482759,0.00005305233,0.002007886,0.0001652212,0.005455123,0.00006247624,0.008332688,0.0002051376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979891,0.0001474778,0.0001476882,0.0005711188,0.00007051919,0.0006256984,0.0001359307,0.00001562985,0.0002968394],"genre_scores_gemma":[0.9981046,0.001057265,0.0000534136,0.0003544765,0.00004128574,0.00002409106,0.0001863209,0.00002019859,0.0001583779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1959187,"threshold_uncertainty_score":0.5641822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.16399967532452,"score_gpt":0.3704938665809927,"score_spread":0.2064941912564728,"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."}}