{"id":"W2950017016","doi":"10.1159/000500107","title":"Laparoscopy in Acute Care Surgery: Repair of Perforated Duodenal Ulcer","year":2019,"lang":"en","type":"article","venue":"Medical Principles and Practice","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Laparoscopy; Duodenal ulcer; Surgery; Laparoscopic surgery; General surgery","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":[0.001063961,0.0002930271,0.0002631505,0.0008910003,0.0003493225,0.0005106121,0.0003456975,0.0003531257,0.002606444],"category_scores_gemma":[0.004091156,0.0001246221,0.0001633927,0.0008797299,0.0006691662,0.0004379264,0.0005751117,0.0005627705,0.0005029541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000187153,"about_ca_system_score_gemma":0.000510509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003641602,"about_ca_topic_score_gemma":0.0003617168,"domain_scores_codex":[0.9992417,0.0003206936,0.0001293901,0.00006225348,0.0001746244,0.0000714031],"domain_scores_gemma":[0.9967982,0.00103837,0.001477361,0.00008147057,0.0002335905,0.0003710094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0003112884,0.0001851253,0.7822795,0.00280189,0.000106495,0.01411494,0.0007251307,0.0004007012,0.002984337,0.0005942907,0.003663016,0.1918333],"study_design_scores_gemma":[0.00005823793,0.001419896,0.6577936,0.002712852,0.0001351354,0.3098267,0.001929085,0.0004071046,0.002205867,0.000837554,0.02263983,0.000034115],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7371783,0.2385532,0.005811784,0.003331448,0.0006789316,0.0001600935,0.0002064914,0.0001177865,0.0139619],"genre_scores_gemma":[0.9326651,0.06233131,0.002666362,0.0004661657,0.00105469,0.00003953267,0.0001621308,0.00001326097,0.000601497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002606444,"threshold_uncertainty_score":0.008719444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02367339358767175,"score_gpt":0.3113344880979941,"score_spread":0.2876610945103223,"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."}}