{"id":"W1985916053","doi":"10.4021/gr2009.09.1312","title":"The Evolution in the Management of Gastric Lymphoma","year":2009,"lang":"en","type":"review","venue":"Gastroenterology Research","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lymphoma; Endoscopic ultrasound; Modalities; Radiology; Gastric lymphoma; Medical physics; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001439368,0.0008205793,0.001584279,0.002690858,0.0002944306,0.001043097,0.001430546,0.001330333,0.001632941],"category_scores_gemma":[0.001942083,0.0002929268,0.0005687751,0.002933724,0.0007818759,0.002012489,0.0006724169,0.002084176,0.001069404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001391547,"about_ca_system_score_gemma":0.00133344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001809546,"about_ca_topic_score_gemma":0.00310438,"domain_scores_codex":[0.9995217,0.0001333029,0.00008696957,0.00007521464,0.0001527148,0.00003003037],"domain_scores_gemma":[0.9993412,0.000274419,0.000120437,0.00001759499,0.0001914141,0.00005486239],"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":[0.00007053788,0.00004548001,0.00039024,0.01079699,0.00008800158,0.0004458995,0.00008202445,0.0003779038,0.0004541333,0.001712878,0.01495413,0.9705819],"study_design_scores_gemma":[0.00007267603,0.0002711201,0.004433583,0.01480037,0.0003038591,0.008680518,0.0003656315,0.0003244164,0.0005053557,0.00385279,0.9663408,0.00004890175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001315015,0.9989752,0.00005916496,0.0004084485,0.0001019328,0.000001780864,0.000003665102,0.000002877414,0.0003154747],"genre_scores_gemma":[0.0009026142,0.9981792,0.0002048068,0.000291278,0.0002536991,0.000003455309,0.00001110861,9.944648e-7,0.0001529201],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002690858,"threshold_uncertainty_score":0.01009643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08528514344696655,"score_gpt":0.4104998695187339,"score_spread":0.3252147260717673,"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."}}