{"id":"W1530940102","doi":"","title":"Infection after cholecystectomy, hysterectomy or appendectomy.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Medicine; Cholecystectomy; Hysterectomy; Logistic regression; General surgery; Abdominal hysterectomy; Appendicitis; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005215629,0.0001953721,0.0001680727,0.001015392,0.0002714166,0.0004046957,0.0001969798,0.0002026682,0.006116311],"category_scores_gemma":[0.002970654,0.0001039698,0.0004483387,0.001348823,0.0002127096,0.0003217652,0.0004933167,0.0004971772,0.0004309301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003326934,"about_ca_system_score_gemma":0.000698989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003910811,"about_ca_topic_score_gemma":0.005050961,"domain_scores_codex":[0.9994736,0.0001113868,0.0001330754,0.00006977755,0.0001337846,0.00007836508],"domain_scores_gemma":[0.9965579,0.0004886652,0.002589536,0.00008366605,0.0001168639,0.0001632631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002122943,0.00004551393,0.9830982,0.0003474622,0.00007875667,0.0002790699,0.00004393832,0.0001168928,0.00009562896,0.0001472437,0.001824061,0.01371103],"study_design_scores_gemma":[0.00002978381,0.0001651661,0.9929748,0.0002445294,0.00005545076,0.001890954,0.0001541528,0.0001766101,0.0001992864,0.0001214249,0.003981691,0.00000616146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9216594,0.006324203,0.0008436237,0.0006735364,0.0001257819,0.0001767473,0.06155161,0.000055475,0.008589661],"genre_scores_gemma":[0.9656898,0.002819947,0.0007407981,0.0002952694,0.00008258168,0.0001574965,0.02864547,0.000008664839,0.001560078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006116311,"threshold_uncertainty_score":0.02046108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02595315996081177,"score_gpt":0.2519848140576059,"score_spread":0.2260316540967942,"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."}}