{"id":"W2946274584","doi":"10.1097/md.0000000000015663","title":"Proximal versus total gastrectomy for proximal early gastric cancer","year":2019,"lang":"en","type":"review","venue":"Medicine","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Reflux esophagitis; Anastomosis; Gastroenterology; Gastrectomy; Internal medicine; Cochrane Library; Meta-analysis; Stenosis; Reflux; Cancer; Surgery; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003599369,0.0008156385,0.003545832,0.000709048,0.00007683881,0.00002579252,0.0003111231,0.000301262,0.0009792997],"category_scores_gemma":[0.0002545302,0.0005484329,0.0007688295,0.0009094265,0.0001532835,0.00008848286,0.0001328875,0.000625723,0.0001266172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000574745,"about_ca_system_score_gemma":0.0006997836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001712699,"about_ca_topic_score_gemma":0.00001242142,"domain_scores_codex":[0.9964972,0.00005126107,0.0009363914,0.0008958968,0.0007399528,0.0008792732],"domain_scores_gemma":[0.9979576,0.0003208489,0.0005355506,0.0006981763,0.0001811748,0.0003066551],"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":[0.0006736988,0.00007529806,0.0004611116,0.03866551,0.0009146176,0.0000493656,0.0000588868,2.737102e-7,7.97456e-7,0.0000651085,0.02661085,0.9324245],"study_design_scores_gemma":[0.009445499,0.003083338,0.0005305315,0.01655819,0.01030672,0.00008149462,0.00003786379,0.00001569659,5.064542e-7,0.000003765432,0.9595377,0.0003987328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001131408,0.9841898,0.0001420489,0.001385739,0.003856549,0.007070292,0.00008723208,0.0001570012,0.002998182],"genre_scores_gemma":[0.00005720235,0.9688765,0.0005582043,0.000150388,0.005155483,0.001693256,0.0004762448,0.0001710017,0.02286172],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9329268,"threshold_uncertainty_score":0.999934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0975520684553693,"score_gpt":0.3845369147170081,"score_spread":0.2869848462616388,"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."}}