{"id":"W4388846386","doi":"10.5306/wjco.v14.i11.504","title":"Circulating tumor cells as potential prognostic biomarkers for early-stage pancreatic cancer: A systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"World Journal of Clinical Oncology","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pancreatic cancer; Circulating tumor cell; Meta-analysis; Cochrane Library; Stage (stratigraphy); Oncology; Internal medicine; Cancer; Metastasis; Publication bias","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.00947745,0.0006123894,0.03095561,0.000920211,0.00008389962,0.00004529873,0.0003413695,0.0003032777,0.0005839368],"category_scores_gemma":[0.004933308,0.0003687303,0.01333261,0.001661286,0.0001976916,0.00006236762,0.0001093333,0.001121984,0.00002546909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002649724,"about_ca_system_score_gemma":0.002617854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001130453,"about_ca_topic_score_gemma":0.0001683139,"domain_scores_codex":[0.988049,0.001934936,0.008294537,0.0006238748,0.0006042492,0.0004933947],"domain_scores_gemma":[0.9796852,0.008394255,0.0101212,0.0005359931,0.0005912459,0.0006720531],"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":[0.00008449711,0.0001922679,0.000009641574,0.6404329,0.3383548,0.001106344,0.000008134494,0.00000238315,1.604561e-7,0.000009054345,0.0007039877,0.01909585],"study_design_scores_gemma":[0.0007650812,0.0009818717,0.000006080686,0.05978302,0.734643,0.0004581311,0.00001264222,0.000008373227,1.173724e-7,0.00001236996,0.2031127,0.0002165755],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001399155,0.9924508,0.00009726285,0.0009706525,0.0006296279,0.005466457,0.0002173882,0.00001956711,0.0001342568],"genre_scores_gemma":[0.0000440752,0.9911113,0.001635666,0.001326061,0.0005241523,0.0006731218,0.00002520096,0.00009992686,0.004560475],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5806499,"threshold_uncertainty_score":0.9998764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2876411576795842,"score_gpt":0.5202840682110521,"score_spread":0.2326429105314679,"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."}}