{"id":"W2560672972","doi":"10.1097/sla.0000000000002099","title":"Laparoscopic Intragastric Resection","year":2016,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Université Laval; Centre hospitalier universitaire de Québec; University of Toronto","funders":"","keywords":"Medicine; Surgery; Resection margin; Limiting; Gastrointestinal function; Laparoscopy; Resection; Stomach; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002588854,0.00006514067,0.0002066959,0.0001888544,0.00001884732,0.000003275132,0.00002444733,0.0000172687,0.0002090363],"category_scores_gemma":[0.0006911246,0.00003786424,0.0001062199,0.0001799932,0.00006260869,0.00005829704,0.00001510409,0.00004520741,0.0000883725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001324861,"about_ca_system_score_gemma":0.00008966485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003127542,"about_ca_topic_score_gemma":0.000001937853,"domain_scores_codex":[0.999212,0.00003029103,0.0001778048,0.0001180132,0.0002207484,0.000241204],"domain_scores_gemma":[0.9991617,0.0003066447,0.00005300774,0.0001621069,0.0001677134,0.0001488761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008312418,0.0003639975,0.8815401,0.0001123551,0.00008172303,0.0003207049,0.00000718349,1.029066e-7,0.02617927,0.0001224156,0.02851379,0.0619271],"study_design_scores_gemma":[0.0005598345,0.0007676752,0.7005401,0.0006848579,0.00001316068,0.0002206633,0.00001141066,0.000001193145,0.2951536,0.0004280526,0.001564841,0.0000545796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927375,0.0001941855,0.00004255579,0.005657861,0.00005292633,0.00008673403,0.000006464385,0.00002386015,0.001197871],"genre_scores_gemma":[0.9985614,0.0003517413,0.00008248399,0.00009707153,0.00007336637,0.000009594521,0.000003851188,0.000007784966,0.0008127269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2689743,"threshold_uncertainty_score":0.2288801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2924447979864256,"score_gpt":0.3906255433580307,"score_spread":0.09818074537160504,"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."}}