{"id":"W3035636226","doi":"10.1186/s12935-020-01308-6","title":"Prognostic value of the systemic immune-inflammation index in patients with breast cancer: a meta-analysis","year":2020,"lang":"en","type":"article","venue":"Cancer Cell International","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Funnel plot; Breast cancer; Publication bias; Meta-analysis; Hazard ratio; Oncology; Context (archaeology); Cochrane Library; Cancer; Odds ratio; Confidence interval","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001131136,0.000166972,0.0004828911,0.0001117871,0.00002844165,0.00001672998,0.0002883221,0.00005979719,0.001168226],"category_scores_gemma":[0.00003398554,0.0001067701,0.0004364407,0.000562438,0.00007250415,0.0001299149,0.00007912893,0.0001282302,0.000003548942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000362349,"about_ca_system_score_gemma":0.000258577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003728022,"about_ca_topic_score_gemma":0.00008590178,"domain_scores_codex":[0.9983097,0.00007581639,0.0004955812,0.0002802657,0.0006944693,0.0001441515],"domain_scores_gemma":[0.9987726,0.00003605023,0.0004067511,0.0002311229,0.0004740382,0.00007946858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006884985,0.00008925403,0.9713484,0.0002138282,0.02336939,0.000003451408,0.0002960269,0.003298892,0.0003645084,0.00003907202,0.00005705795,0.0002315902],"study_design_scores_gemma":[0.001551844,0.00002607373,0.9583439,0.00009529144,0.0305497,0.000001388853,0.00006510572,0.007426357,0.001774692,0.000004257495,0.00004471376,0.0001167369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943187,0.001130776,0.0001151738,0.002421443,0.000177182,0.0009290342,0.0003302751,0.00002358868,0.0005538411],"genre_scores_gemma":[0.9990385,0.00002925318,0.00005577344,0.0002602918,0.00009201932,0.0003910792,0.00005154794,0.0000193601,0.00006213662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0130046,"threshold_uncertainty_score":0.9997448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432287743727766,"score_gpt":0.2493728865473445,"score_spread":0.2350500091100668,"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."}}