{"id":"W3210523511","doi":"10.1016/j.ctrv.2021.102310","title":"Genomic sequencing to inform therapy in advanced pancreatic cancer: A systematic review and meta-analysis of prospective studies","year":2021,"lang":"en","type":"review","venue":"Cancer Treatment Reviews","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Institute for Cancer Research; McGill University Health Centre; University Health Network; Dalhousie University; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Pancreatic cancer; Meta-analysis; Internal medicine; Oncology; Hazard ratio; Targeted therapy; Cancer; Confidence interval; Bioinformatics; 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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00117464,0.0008916025,0.04024514,0.0006553949,0.00006830094,0.00001422992,0.0001868735,0.0001655976,0.0004561637],"category_scores_gemma":[0.0004290978,0.0004558518,0.002998834,0.002895913,0.0001090798,0.00006170579,0.00008802938,0.0002467978,0.00001450282],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004688288,"about_ca_system_score_gemma":0.001785233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005142096,"about_ca_topic_score_gemma":0.0007661207,"domain_scores_codex":[0.994768,0.0008414973,0.002772329,0.0008478002,0.0003271792,0.0004432323],"domain_scores_gemma":[0.996371,0.0005947923,0.001389531,0.001092069,0.0003333396,0.0002192163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001102914,0.00007497489,0.0004103751,0.6370717,0.2928586,0.00003028528,0.000564037,9.257742e-7,4.368713e-7,0.000009817763,0.00003577339,0.06893203],"study_design_scores_gemma":[0.00041053,0.0004081174,0.00003361758,0.2177323,0.7177107,0.00001740756,0.00008524991,0.000001290874,8.248581e-7,0.000001557521,0.06335894,0.0002395463],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008960906,0.9741953,0.00000159329,0.0002153179,0.0000250694,0.02513471,0.00016762,0.00001332306,0.0001574499],"genre_scores_gemma":[0.000004152764,0.9352765,0.0004119625,0.0004810408,0.00002112623,0.06166437,0.00006666488,0.00004448788,0.002029662],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4248521,"threshold_uncertainty_score":0.9997893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3355794220963075,"score_gpt":0.520829721966734,"score_spread":0.1852502998704266,"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."}}