{"id":"W2527261212","doi":"10.1371/journal.pone.0163719","title":"The Prognostic Role of the Platelet-Lymphocytes Ratio in Gastric Cancer: A Meta-Analysis","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Cancer; Platelet; Internal medicine; Medicine; Cancer research; Oncology; Gastroenterology; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0003785241,0.0001463788,0.0005978517,0.0001521684,0.00008715652,0.00001420754,0.0002582875,0.00005723558,0.0003395243],"category_scores_gemma":[0.0006587401,0.00006017329,0.0005019446,0.0009566405,0.0001815697,0.00005239271,0.00008317021,0.00007668583,0.0000163768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001459812,"about_ca_system_score_gemma":0.0002328987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006672762,"about_ca_topic_score_gemma":0.0001881644,"domain_scores_codex":[0.9983667,0.0001623542,0.0004156017,0.0002249281,0.0005707362,0.0002597449],"domain_scores_gemma":[0.9984408,0.0005124193,0.0002134523,0.0005850508,0.000176077,0.00007219276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003218762,0.0007355285,0.849297,0.00009025286,0.111248,0.000009159509,0.0001304635,0.0000063742,0.03580953,0.0000938755,0.00008227397,0.002175646],"study_design_scores_gemma":[0.001711406,0.00009617524,0.4953003,0.0001940726,0.2205217,0.000003029738,0.0001102703,0.0008808844,0.2804651,0.000336589,0.0001834713,0.0001970036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987644,0.008450901,0.000005927114,0.002628196,0.00001585768,0.0008858084,0.00004226789,0.00002670438,0.0003003086],"genre_scores_gemma":[0.9982569,0.0003141465,0.0002188751,0.0001045164,0.00003807245,0.0006365266,0.000002082581,0.0000163922,0.0004125391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3539967,"threshold_uncertainty_score":0.3717553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05630896768854556,"score_gpt":0.2509567421646146,"score_spread":0.1946477744760691,"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."}}