{"id":"W4406792537","doi":"10.32635/2176-9745.rbc.2024v70n4.4873","title":"Utilização de DNA Tumoral Circulante na Análise de Prognóstico de Pacientes com Tumores Malignos Sólidos do Trato Gastrintestinal: Revisão Sistemática","year":2025,"lang":"pt","type":"article","venue":"Revista Brasileira de Cancerologia","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","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":[0.01900321,0.0008965445,0.002998372,0.01187343,0.0006593186,0.004715761,0.001538933,0.001430963,0.003936299],"category_scores_gemma":[0.04704353,0.0005630433,0.003447324,0.01288282,0.001356905,0.003151029,0.001175488,0.0009448018,0.0005395298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001887264,"about_ca_system_score_gemma":0.005802656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003836922,"about_ca_topic_score_gemma":0.0046746,"domain_scores_codex":[0.9857153,0.005690149,0.003881201,0.001303435,0.003176008,0.0002338475],"domain_scores_gemma":[0.9444891,0.036723,0.009818686,0.001216171,0.007330767,0.000422287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001829301,0.0003132581,0.1422883,0.1680718,0.006052673,0.0004635212,0.00289594,0.0007670803,0.003478077,0.002430341,0.005888199,0.6655215],"study_design_scores_gemma":[0.0008071163,0.00543838,0.4231396,0.231825,0.04234917,0.007877837,0.006683153,0.0037937,0.0119046,0.009371111,0.2562318,0.0005785315],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03284322,0.9519467,0.005232509,0.002324298,0.0006413251,0.0006795918,0.002270105,0.00006521303,0.003996865],"genre_scores_gemma":[0.2460679,0.7228177,0.02081696,0.001831502,0.001056575,0.001889231,0.003845458,0.00005812685,0.001616601],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01900321,"threshold_uncertainty_score":0.1004998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676519836279992,"score_gpt":0.2840741510129265,"score_spread":0.2673089526501266,"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."}}