{"id":"W776082871","doi":"10.1007/s10120-015-0513-0","title":"Follow-up after gastrectomy for cancer: the Charter Scaligero Consensus Conference","year":2015,"lang":"en","type":"article","venue":"Gastric Cancer","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"National Cancer Institute","keywords":"Medicine; Gastrectomy; Surgical oncology; Cancer; Consensus conference; General surgery; Charter; Family medicine; Surgery; Internal medicine; Law; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002617214,0.000288158,0.0004456152,0.0001321787,0.0000910791,0.00006941558,0.000193456,0.00007735801,0.0007777023],"category_scores_gemma":[0.00007726836,0.0001953066,0.000223742,0.0004292548,0.0001472635,0.00005942929,0.00008094569,0.0001933908,0.00004363486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003481969,"about_ca_system_score_gemma":0.0005533912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001328938,"about_ca_topic_score_gemma":0.001466311,"domain_scores_codex":[0.9981371,0.00003456962,0.0003384832,0.0004262699,0.0004443428,0.0006192097],"domain_scores_gemma":[0.998643,0.00008643376,0.000144249,0.0004366571,0.0003950536,0.0002945602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003211593,0.00008830572,0.3142296,0.0001724765,0.0005050545,0.00004948654,0.00112699,0.00003597364,0.0001455871,0.0001837377,0.4810492,0.199202],"study_design_scores_gemma":[0.01849353,0.0006718647,0.2074985,0.0004008057,0.001500866,0.00009830941,0.00147522,0.001211599,0.0005070365,0.0003512129,0.7671468,0.0006442437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8811195,0.007930758,0.00370585,0.08572648,0.007946601,0.004757509,0.0004588922,0.0003491911,0.008005172],"genre_scores_gemma":[0.9732337,0.0003511473,0.0004765168,0.003715846,0.001245132,0.001939622,0.00002162012,0.00004562797,0.0189708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2860976,"threshold_uncertainty_score":0.8515294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05794235237066991,"score_gpt":0.3153105056075292,"score_spread":0.2573681532368592,"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."}}