{"id":"W2127843387","doi":"10.1093/annonc/mdu165.35","title":"Variations in Practice - a Need for Regular Institutional Reviews and Participation in Clinical Trials","year":2014,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Gastrectomy; Cancer; Melena; Surgery; Cohort; Clinical trial; General surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.6221045,0.0006746273,0.002946228,0.006227439,0.004971039,0.01526779,0.008025896,0.008068129,0.005085194],"category_scores_gemma":[0.7564787,0.001617705,0.002163355,0.007984032,0.005633715,0.01482855,0.01256021,0.006946176,0.001436379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01109326,"about_ca_system_score_gemma":0.04518859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004446482,"about_ca_topic_score_gemma":0.01302698,"domain_scores_codex":[0.2386183,0.5796835,0.1183792,0.017871,0.03879073,0.006657324],"domain_scores_gemma":[0.07058473,0.6041254,0.1137321,0.1001009,0.07825219,0.03320486],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003023856,0.001863364,0.2340502,0.008102503,0.002249615,0.001173199,0.02515873,0.002103407,0.002281435,0.01395212,0.09244505,0.6135966],"study_design_scores_gemma":[0.003861777,0.003282103,0.4490579,0.02796204,0.001064712,0.003387812,0.05104866,0.006873308,0.00314964,0.07903774,0.3698204,0.001453951],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1400399,0.04516721,0.05795185,0.6955425,0.01322711,0.01500768,0.001757869,0.002126253,0.02917954],"genre_scores_gemma":[0.7135607,0.006536314,0.1089809,0.1365686,0.005016721,0.02240057,0.002021518,0.0008747918,0.004039989],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6221045,"threshold_uncertainty_score":0.4660124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4278063132029187,"score_gpt":0.5879224179993182,"score_spread":0.1601161047963995,"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."}}