{"id":"W4414049310","doi":"10.1055/s-0045-1811007","title":"Aktuelle Expertenmeinungen in Deutschland zum operativen Vorgehen, zur postoperativen Belastung und zur postoperativen Krankschreibung bei Leistenhernien","year":2025,"lang":"de","type":"article","venue":"Zeitschrift für Gastroenterologie","topic":"Medical Practices and Rehabilitation","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mediastinitis; MEDLINE; Complication","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":[0.00576643,0.0004800597,0.000468605,0.003761624,0.0009039802,0.003338716,0.0003990797,0.00229685,0.02657615],"category_scores_gemma":[0.01543894,0.000221267,0.0004077054,0.004403992,0.001061186,0.002094155,0.001423103,0.001730993,0.002847055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002734361,"about_ca_system_score_gemma":0.01002069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01748831,"about_ca_topic_score_gemma":0.02423025,"domain_scores_codex":[0.9961361,0.001184192,0.0006946941,0.0002561811,0.0009678467,0.0007609971],"domain_scores_gemma":[0.9772321,0.008695288,0.004082432,0.0003186099,0.006914287,0.00275729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004717998,0.0002621473,0.01873611,0.004881727,0.0001349157,0.0009339588,0.002144974,0.0002833885,0.001257592,0.01079834,0.4369816,0.5231134],"study_design_scores_gemma":[0.00006983316,0.00008734409,0.03228783,0.00852192,0.00009520633,0.0009937412,0.004382692,0.0001597458,0.0004115867,0.001307454,0.9516478,0.00003473804],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03047065,0.57501,0.001484807,0.2720346,0.01903554,0.00009738701,0.003327163,0.00008606275,0.0984538],"genre_scores_gemma":[0.2379275,0.6165005,0.004554424,0.06710146,0.01259863,0.0002200179,0.0034226,0.0001246483,0.0575503],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02657615,"threshold_uncertainty_score":0.08890611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03328799448508,"score_gpt":0.4231847667797686,"score_spread":0.3898967722946886,"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."}}