{"id":"W2799361886","doi":"10.3238/arztebl.2017.0263","title":"The Indications for Laparoscopic Pancreatectomy","year":2017,"lang":"de","type":"article","venue":"Deutsches Ärzteblatt international","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Pancreatectomy; Enucleation; Surgery; Laparoscopy; General surgery; Pancreatic fistula; Complication; Laparoscopic surgery; Pancreas; Resection; 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":[0.000609759,0.0002673316,0.0001965395,0.000891252,0.000201682,0.0004162157,0.0002215182,0.000240886,0.006921344],"category_scores_gemma":[0.001943963,0.00008952844,0.0003840507,0.0006387925,0.0002633538,0.0003449242,0.0004791273,0.0004648081,0.001374844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000313848,"about_ca_system_score_gemma":0.0005651952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003763664,"about_ca_topic_score_gemma":0.0004470022,"domain_scores_codex":[0.9996235,0.00006980666,0.00005721968,0.00005739194,0.0001244995,0.00006754456],"domain_scores_gemma":[0.9991733,0.0002217566,0.0002794351,0.0000514872,0.00007682062,0.0001971097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001199943,0.0001227157,0.6447366,0.0007911136,0.0001575262,0.006008247,0.000225168,0.0008155182,0.004962343,0.002128002,0.0160169,0.3228359],"study_design_scores_gemma":[0.0001605298,0.0006060197,0.7285784,0.001499885,0.000213764,0.128173,0.0007049727,0.0007719551,0.002423563,0.004285414,0.1325343,0.00004812964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.758067,0.08001775,0.01444734,0.00676181,0.001376166,0.0002838537,0.004993855,0.0003065497,0.1337458],"genre_scores_gemma":[0.9749804,0.01265118,0.003691774,0.001765147,0.0008760135,0.0001553419,0.00290226,0.00004987472,0.002928089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006921344,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05900298000264802,"score_gpt":0.4025813424761263,"score_spread":0.3435783624734783,"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."}}