{"id":"W2057103334","doi":"10.1007/s10120-012-0148-3","title":"Neoadjuvant or adjuvant therapy for resectable gastric cancer: a systematic review and practice guideline for North America","year":2012,"lang":"en","type":"review","venue":"Gastric Cancer","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Grand River Hospital; McMaster University; Juravinski Cancer Centre; Princess Margaret Cancer Centre; Regional Municipality of Durham","funders":"Cancer Care Ontario","keywords":"Medicine; Guideline; Oncology; Epirubicin; Cancer; Surgical oncology; Internal medicine; Systematic review; Clinical trial; Randomized controlled trial; Adjuvant therapy; Chemoradiotherapy; Neoadjuvant therapy; MEDLINE; Intensive care medicine; Breast cancer; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001321282,0.001133235,0.007262731,0.0005686651,0.0002219464,0.00009151533,0.0004654546,0.0002329894,0.0005136411],"category_scores_gemma":[0.001625369,0.0007175574,0.001050183,0.002024377,0.0000925213,0.0002797105,0.0001677031,0.0004710252,0.00001752203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001038782,"about_ca_system_score_gemma":0.001664581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007586453,"about_ca_topic_score_gemma":0.0002238422,"domain_scores_codex":[0.9941246,0.0002535116,0.002557737,0.001084772,0.0006739061,0.001305471],"domain_scores_gemma":[0.9934502,0.001566547,0.002623965,0.001058142,0.0008199552,0.0004812122],"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":[0.0002967247,0.00008279159,0.00001218009,0.4492691,0.001179513,0.000008484074,0.0000229223,0.000001064729,6.392753e-8,0.000002142072,0.09414892,0.4549761],"study_design_scores_gemma":[0.002213453,0.0006985199,0.000006100942,0.1477517,0.04612185,0.0003098067,0.00005186909,0.00002046114,5.029975e-8,0.000001182132,0.8023176,0.0005074579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.425247e-7,0.966287,0.002833519,0.002533281,0.0007631442,0.02574917,0.001592011,0.0001156502,0.0001260445],"genre_scores_gemma":[3.643184e-7,0.9498346,0.007020999,0.006805486,0.001577663,0.02775813,0.0008113168,0.0002279392,0.005963451],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7081686,"threshold_uncertainty_score":0.9995276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09602511045941667,"score_gpt":0.4114512752511022,"score_spread":0.3154261647916855,"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."}}