{"id":"W2171192647","doi":"10.1136/bmjopen-2015-008198","title":"Robotic, laparoscopic and open surgery for gastric cancer compared on surgical, clinical and oncological outcomes: a multi-institutional chart review. A study protocol of the International study group on Minimally Invasive surgery for GASTRIc Cancer—IMIGASTRIC","year":2015,"lang":"en","type":"article","venue":"BMJ Open","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Università degli Studi di Perugia","keywords":"Medicine; Laparoscopy; Laparoscopic surgery; Robotic surgery; General surgery; Protocol (science); Cancer; Dissection (medical); Surgery; Medical physics; Alternative medicine; Internal medicine; Pathology","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":[0.01544415,0.0007772848,0.001882398,0.005439724,0.001346542,0.001317252,0.001183899,0.0007664411,0.00674691],"category_scores_gemma":[0.01548621,0.0005933639,0.001260363,0.005330266,0.001012658,0.001333822,0.001473253,0.0005398343,0.001549392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003222862,"about_ca_system_score_gemma":0.01004037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003160898,"about_ca_topic_score_gemma":0.003981237,"domain_scores_codex":[0.9908703,0.003819334,0.002608207,0.001037958,0.00122829,0.0004358675],"domain_scores_gemma":[0.9681144,0.004637728,0.01135032,0.003193313,0.01099981,0.001704404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02450046,0.006919194,0.7569522,0.02111851,0.001309498,0.002581038,0.00951421,0.002220049,0.005871331,0.002629583,0.04249015,0.1238938],"study_design_scores_gemma":[0.003559929,0.008573165,0.9075735,0.003452973,0.0005189825,0.001298561,0.006722179,0.001550967,0.002017607,0.000336622,0.06422096,0.0001746466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.4291424,0.004346625,0.01010554,0.0006656231,0.0002611676,0.4697923,0.07858058,0.0002348121,0.006870988],"genre_scores_gemma":[0.3626883,0.003600271,0.03004074,0.0005140514,0.000247915,0.5234284,0.0753012,0.00008459689,0.004094537],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01544415,"threshold_uncertainty_score":0.0816775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3890795619809481,"score_gpt":0.5216831368804615,"score_spread":0.1326035748995135,"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."}}