{"id":"W4210251105","doi":"10.31917/2204244","title":"Neoadjuvant anti PD-1 / PD-L1 immune checkpoint inhibitors in locally advanced gastric cancer with microsatellite instability","year":2021,"lang":"en","type":"article","venue":"Practical oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Nurses in Oncology","funders":"","keywords":"Pembrolizumab; Nivolumab; Microsatellite instability; Medicine; Cancer; Internal medicine; Immune checkpoint; Oncology; Gastroenterology; Immunotherapy; Microsatellite; Biology","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":[0.0005532855,0.0002746471,0.0008804718,0.0001704872,0.00005824188,0.0000285285,0.00009523185,0.0001907528,0.0007060656],"category_scores_gemma":[0.0007758383,0.0002222841,0.0001431594,0.0009680505,0.0002385311,0.0002515249,0.0002004194,0.0008270179,0.00005407905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009573219,"about_ca_system_score_gemma":0.001531609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003817077,"about_ca_topic_score_gemma":0.001008466,"domain_scores_codex":[0.9974077,0.0001984569,0.0007732176,0.0006378103,0.0003439893,0.0006388134],"domain_scores_gemma":[0.9983974,0.0004247143,0.0002582923,0.0004407734,0.0002509252,0.0002278662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008724133,0.003772927,0.5414498,0.0005789042,0.0003945848,0.008475981,0.0006346484,0.0002332403,0.06002416,0.0005412695,0.0007866532,0.3743837],"study_design_scores_gemma":[0.01117189,0.001837864,0.7267078,0.0002721226,0.0003465687,0.0006915457,0.0009075951,0.0001678998,0.01608359,0.0001084599,0.2413233,0.0003813788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466015,0.002722049,0.0007740701,0.03996411,0.0006581601,0.0008301182,0.000007160127,0.00007847406,0.008364399],"genre_scores_gemma":[0.9831878,0.002262627,0.0110609,0.002168604,0.0001955542,0.0001124236,0.0000330731,0.00003674723,0.0009422853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3740023,"threshold_uncertainty_score":0.9064482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02346762241482039,"score_gpt":0.3413443858011271,"score_spread":0.3178767633863068,"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."}}