{"id":"W2063106182","doi":"10.1373/clinchem.2009.126870","title":"The Search for New Prostate Cancer Biomarkers Continues","year":2009,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Prostate cancer; Medicine; Sarcosine; Cancer; Prostate-specific antigen; Oncology; Disease; Prostate; Internal medicine","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":[0.008653609,0.001047167,0.002745386,0.003962944,0.001339853,0.006832114,0.002644676,0.009369007,0.04247866],"category_scores_gemma":[0.01602318,0.0004825334,0.001530754,0.003498879,0.003270249,0.0100338,0.00314383,0.01009174,0.0225059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001947192,"about_ca_system_score_gemma":0.002944794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00120993,"about_ca_topic_score_gemma":0.001842435,"domain_scores_codex":[0.9949843,0.0008836715,0.0003884698,0.0008345281,0.002594664,0.000314405],"domain_scores_gemma":[0.9647281,0.01631244,0.003021499,0.001254828,0.01031114,0.004371913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002079664,0.0001403425,0.001756647,0.003922677,0.00008869969,0.0005104591,0.0001852737,0.0001892121,0.003150376,0.01545766,0.5474864,0.4269043],"study_design_scores_gemma":[0.0000198072,0.0001357064,0.001350473,0.0008964846,0.00003940959,0.0006013596,0.0002471169,0.0001754867,0.0002445773,0.005397229,0.9908648,0.00002753474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001968158,0.5865433,0.004843269,0.3476974,0.03877659,0.0001402674,0.001405916,0.0008848117,0.01774028],"genre_scores_gemma":[0.01390119,0.5491524,0.008552577,0.2831137,0.1160982,0.0001848431,0.003172613,0.000276273,0.025548],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04247866,"threshold_uncertainty_score":0.1421052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02920523595808592,"score_gpt":0.3738024919996081,"score_spread":0.3445972560415221,"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."}}