{"id":"W4402150340","doi":"10.62347/shbh6258","title":"Clinical significance of preoperative albumin and alkaline phosphatase in colorectal cancer: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"American Journal of Translational Research","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Colorectal cancer; Alkaline phosphatase; Albumin; Medicine; Clinical significance; Internal medicine; Cancer; Gastroenterology; Oncology; Biochemistry; Chemistry; Enzyme","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01229805,0.002469853,0.01709725,0.007736332,0.0006608832,0.003184573,0.002155194,0.002372412,0.002618446],"category_scores_gemma":[0.03248823,0.001312897,0.02914857,0.009095561,0.0006645829,0.001628304,0.001467612,0.001505333,0.0002154168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002129474,"about_ca_system_score_gemma":0.004152717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005929073,"about_ca_topic_score_gemma":0.01302799,"domain_scores_codex":[0.9910887,0.00403346,0.002638837,0.0008574184,0.001097073,0.000284454],"domain_scores_gemma":[0.9774805,0.01662723,0.003637836,0.0005195804,0.001470336,0.0002645747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001336467,0.00003307565,0.006912094,0.4680053,0.5112707,0.0001488402,0.00008379717,0.0004472787,0.0002173463,0.0001098895,0.0004696036,0.01096556],"study_design_scores_gemma":[0.0003072792,0.0001737375,0.005406371,0.03320881,0.9590927,0.000121305,0.00004431102,0.0001798542,0.00008854452,0.0001198022,0.001235972,0.00002130948],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00329819,0.9956633,0.0002747332,0.0001409451,0.00009276265,0.0001590217,0.0002391841,0.00001221528,0.0001196616],"genre_scores_gemma":[0.1462943,0.8491607,0.001840353,0.000636037,0.0002870244,0.000956212,0.0005652013,0.00002098971,0.0002391909],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01709725,"threshold_uncertainty_score":0.0650391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1834962591487051,"score_gpt":0.5148616491886339,"score_spread":0.3313653900399288,"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."}}