{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002784365,0.0001032509,0.0002889118,0.0001165332,0.000117348,0.0001611993,0.00006962481,0.0001138273,0.00038955],"category_scores_gemma":[0.0003618911,0.00005531068,0.0001392846,0.0001189258,0.0001123226,0.0001322549,0.0001294211,0.0002120264,0.00007155481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001971025,"about_ca_system_score_gemma":0.0002388141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002177166,"about_ca_topic_score_gemma":0.0009255458,"domain_scores_codex":[0.9999034,0.00004438707,0.00001187808,0.00001117964,0.00001366271,0.00001538833],"domain_scores_gemma":[0.9998814,0.00003178972,0.00003315674,0.000005237629,0.000006863957,0.00004150818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03820149,0.002911978,0.6956941,0.0005703137,0.0002184551,0.003857112,0.0004066899,0.001312586,0.03545331,0.0001628739,0.0014887,0.2197223],"study_design_scores_gemma":[0.001506435,0.05839021,0.9137636,0.0001632393,0.0004340405,0.006458532,0.0005665916,0.002338009,0.01035974,0.0002564512,0.00574124,0.00002197768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983345,0.001222593,0.00005958734,0.00004780231,0.00000629353,0.00001307889,0.00001903505,0.000002074225,0.0002949851],"genre_scores_gemma":[0.9992046,0.0004507823,0.0001049526,0.00003608216,0.00001062124,0.00001517023,0.0000588694,5.461722e-7,0.0001184957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00038955,"threshold_uncertainty_score":0.001472592,"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."}}