{"id":"W1974414868","doi":"10.1517/17530050902893303","title":"Molecular biomarkers in prostate cancer","year":2009,"lang":"en","type":"article","venue":"Expert Opinion on Medical Diagnostics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Prostate cancer; Medicine; Nomogram; Prostate-specific antigen; Prostate; Cancer; Oncology; Disease; PCA3; 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":[0.002427889,0.0007006343,0.00139859,0.003246587,0.000334139,0.002153778,0.0008000157,0.001889546,0.006485771],"category_scores_gemma":[0.003306924,0.0002290529,0.0004919703,0.00318921,0.001414561,0.001711558,0.0008975912,0.0021451,0.002765025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101626,"about_ca_system_score_gemma":0.001550128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009424058,"about_ca_topic_score_gemma":0.0009534922,"domain_scores_codex":[0.9987026,0.0004866742,0.000136878,0.0001384176,0.0004598406,0.00007557223],"domain_scores_gemma":[0.9979036,0.001036146,0.0003277036,0.00009235842,0.0005239886,0.0001161443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002010312,0.0001128238,0.004556903,0.01236492,0.0003882871,0.00156607,0.000212919,0.0007784256,0.004368753,0.04070869,0.1037233,0.8310179],"study_design_scores_gemma":[0.00003468337,0.0001943674,0.005229201,0.004462523,0.0001806498,0.00727505,0.0001725366,0.0002418628,0.001676844,0.02644305,0.9540419,0.00004737126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004014293,0.987181,0.0008631675,0.007110475,0.001022617,0.00001400363,0.00006299925,0.00001868735,0.00332562],"genre_scores_gemma":[0.01166138,0.973914,0.002851638,0.004117975,0.00362152,0.00004786917,0.0001821966,0.00001015691,0.003593187],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006485771,"threshold_uncertainty_score":0.02169704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01863785618969045,"score_gpt":0.3471806639368248,"score_spread":0.3285428077471343,"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."}}