{"id":"W2144466430","doi":"10.1158/1078-0432.ccr-07-0330","title":"Preoperative Plasma HER2 and Epidermal Growth Factor Receptor for Staging and Prognostication in Patients with Clinically Localized Prostate Cancer","year":2007,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Interquartile range; Prostate cancer; Prostatectomy; Epidermal growth factor receptor; Urology; Internal medicine; Metastasis; Prostate; Oncology; Lymphadenectomy; Cancer; Adenocarcinoma; Pathology","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":[0.000298034,0.0002716812,0.000286154,0.0003094808,0.0002110701,0.0003298105,0.0001926071,0.0003356593,0.001239321],"category_scores_gemma":[0.001124538,0.000147877,0.000195355,0.0003237925,0.0002897992,0.0002148093,0.0001756817,0.0003698096,0.0001898316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002382244,"about_ca_system_score_gemma":0.000397501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009546999,"about_ca_topic_score_gemma":0.002005394,"domain_scores_codex":[0.9998337,0.00006422606,0.00001119463,0.00003313947,0.00003247185,0.00002525539],"domain_scores_gemma":[0.9994554,0.000193516,0.0001377928,0.00002924189,0.00003415113,0.0001498088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005681331,0.00004885978,0.9959074,0.00001279265,0.00003415025,0.00008426102,0.00002412561,0.0001042784,0.001127388,0.000009179264,0.0001025555,0.001976923],"study_design_scores_gemma":[0.00005456282,0.0003758885,0.9975716,0.000006875265,0.0000402615,0.0006206589,0.00006962444,0.0006776435,0.0003780958,0.00003603131,0.0001631031,0.000005570702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993811,0.0003330009,0.00008474883,0.00003736476,0.000005873093,0.000004179376,0.00005866681,0.000002785764,0.0000922808],"genre_scores_gemma":[0.9997148,0.00004536024,0.00006348758,0.00001714841,0.000009279119,0.000004016577,0.00009156686,4.682553e-7,0.00005386872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001239321,"threshold_uncertainty_score":0.00414598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1078901403548731,"score_gpt":0.4762599487974319,"score_spread":0.3683698084425588,"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."}}