{"id":"W4388073927","doi":"10.3390/cancers15215227","title":"Circulating Tumour DNA Guided Adjuvant Chemotherapy Decision Making in Stage II Colon Cancer—A Clinical Vignette Study","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vignette; Internal medicine; Oncology; Colorectal cancer; Oxaliplatin; Stage (stratigraphy); Adjuvant chemotherapy; Adjuvant; Chemotherapy; Disease; Cancer; Breast cancer","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":[0.004015609,0.0002386206,0.0003623636,0.00025629,0.001136577,0.001018498,0.00042907,0.001158804,0.004558794],"category_scores_gemma":[0.02099062,0.0002712371,0.0004898457,0.000338925,0.0006351365,0.000895733,0.0008081352,0.001597144,0.0004112735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002709539,"about_ca_system_score_gemma":0.001128902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004032102,"about_ca_topic_score_gemma":0.007665995,"domain_scores_codex":[0.9976406,0.001850014,0.00008175729,0.0001342677,0.0001281414,0.0001653525],"domain_scores_gemma":[0.9836119,0.01076473,0.0018451,0.0003558346,0.0007690486,0.002653286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03094418,0.08670937,0.5371615,0.003598841,0.001158678,0.01208688,0.1292254,0.009264656,0.004143303,0.007150969,0.06534221,0.113214],"study_design_scores_gemma":[0.01069959,0.116801,0.6300963,0.001777745,0.0006280094,0.007154675,0.1051039,0.04162833,0.003169414,0.005880574,0.0761863,0.0008741756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974689,0.0001214763,0.0001790869,0.0009287019,0.0000208165,0.0002629429,0.00008259376,0.000002865436,0.0009325603],"genre_scores_gemma":[0.9957124,0.0002877879,0.001742433,0.000848359,0.00004890811,0.0005384312,0.000176881,0.000003404012,0.0006413513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004558794,"threshold_uncertainty_score":0.02123684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04080543045853102,"score_gpt":0.3824885932864699,"score_spread":0.3416831628279389,"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."}}