{"id":"W2898215001","doi":"10.1007/s12029-018-0173-5","title":"Platelet and Neutrophil Counts as Predictive Markers of Neoadjuvant Therapy Efficacy in Rectal Cancer","year":2018,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Cancer","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Essar Steel Algoma (Canada); Sault Area Hospital; NOSM University","funders":"","keywords":"Medicine; Radiation therapy; Internal medicine; Colorectal cancer; Oncology; Platelet; Neoadjuvant therapy; Predictive marker; Cancer; Chemo-radiotherapy; Gastroenterology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006930101,0.0002479148,0.0004765079,0.0005180209,0.0001923698,0.0007157237,0.000190166,0.0003540028,0.000584005],"category_scores_gemma":[0.003035381,0.0001513556,0.0002468607,0.0005984494,0.0002459292,0.0003896584,0.000239492,0.0005383636,0.0001182253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003069162,"about_ca_system_score_gemma":0.0003096953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004724832,"about_ca_topic_score_gemma":0.001109236,"domain_scores_codex":[0.9996637,0.0001632121,0.00005307917,0.00002726144,0.00004854037,0.00004427882],"domain_scores_gemma":[0.9986696,0.0005787301,0.0003943036,0.00005269408,0.0001044096,0.0002002831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00493546,0.0001280222,0.9712054,0.0001073437,0.00014354,0.0002108713,0.00007761621,0.0004279657,0.002020152,0.00006988274,0.0003500538,0.02032368],"study_design_scores_gemma":[0.00007113412,0.001667981,0.9920807,0.00005599042,0.0003048811,0.0007227889,0.000218328,0.002268093,0.001184433,0.0001332768,0.00127398,0.00001850742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934517,0.005154084,0.0001665812,0.0002041455,0.00004038504,0.00001220491,0.0001257729,0.000007312531,0.0008378015],"genre_scores_gemma":[0.9985298,0.0007448806,0.000227148,0.00004797005,0.00004564658,0.00001295974,0.0001967789,0.000002027285,0.000192819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007157237,"threshold_uncertainty_score":0.00366503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01701047108516573,"score_gpt":0.3107915063809285,"score_spread":0.2937810352957627,"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."}}