{"id":"W2036151701","doi":"10.1007/s00464-013-3348-y","title":"International consensus on safe techniques and error definitions in laparoscopic surgery","year":2013,"lang":"en","type":"article","venue":"Surgical Endoscopy","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Delphi method; Medicine; Likert scale; Laparoscopic surgery; Delphi; Medical education; Medical physics; Surgery; Laparoscopy; Psychology; Statistics; Computer science","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":[0.1417818,0.001687901,0.003764174,0.0161631,0.005031027,0.01057387,0.01450652,0.01602221,0.004890991],"category_scores_gemma":[0.2496442,0.001389758,0.007857695,0.009491132,0.01198002,0.007692247,0.01161552,0.02134161,0.002817063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0117779,"about_ca_system_score_gemma":0.05026923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01787706,"about_ca_topic_score_gemma":0.01606814,"domain_scores_codex":[0.83477,0.05048434,0.06624376,0.005115314,0.03831329,0.005073281],"domain_scores_gemma":[0.6260876,0.1996994,0.02410304,0.0151983,0.1248933,0.01001827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004887349,0.0004309506,0.01275656,0.02082632,0.0005409245,0.0009230602,0.01274524,0.004233603,0.002528768,0.1332715,0.2837431,0.5275112],"study_design_scores_gemma":[0.0001678705,0.0002984015,0.01888955,0.1121951,0.0008412985,0.00233871,0.01266483,0.004050678,0.004332646,0.06605182,0.7777113,0.0004578262],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01676561,0.2502765,0.2057903,0.3901019,0.0580497,0.001817668,0.002702192,0.001623627,0.07287251],"genre_scores_gemma":[0.1841003,0.1529808,0.5144879,0.106941,0.0149248,0.00450635,0.007134683,0.001714579,0.01320974],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1417818,"threshold_uncertainty_score":0.7498227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06534982594744149,"score_gpt":0.3307372141700351,"score_spread":0.2653873882225936,"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."}}