{"id":"W4415913177","doi":"10.1177/00045632251398445","title":"Evaluation of a point of care prostate-specific antigen blood test on a mobile outreach service","year":2025,"lang":"en","type":"article","venue":"Annals of Clinical Biochemistry International Journal of Laboratory Medicine","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Concordance; Point-of-care testing; Point of care; Prostate-specific antigen; Turnaround time; Test (biology); Immunoassay","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002641744,0.0001696575,0.0008811551,0.0001932442,0.00001306487,0.000003884075,0.0002659319,0.0001351386,0.0001482526],"category_scores_gemma":[0.003314961,0.0001234744,0.0002361146,0.000352418,0.000230522,0.00005728361,0.00004110744,0.0002627837,9.646773e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006763693,"about_ca_system_score_gemma":0.001397109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001439945,"about_ca_topic_score_gemma":0.000001985476,"domain_scores_codex":[0.9958738,0.0001185084,0.002089009,0.0002217476,0.001579366,0.0001175603],"domain_scores_gemma":[0.9800694,0.0006981501,0.001722969,0.0003096971,0.01705569,0.0001440984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01200012,0.01585953,0.3865416,0.002417477,0.00871475,0.0002676962,0.002311274,0.0002297632,0.4596404,0.0001781017,0.02084781,0.09099139],"study_design_scores_gemma":[0.01011285,0.005897266,0.03973009,0.006816676,0.000851111,0.00001152213,0.00145792,0.00002197054,0.9321718,0.0001315712,0.002707724,0.00008946475],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977154,0.01325724,0.000002958222,0.007430652,0.0004385992,0.0003218337,0.0002957913,0.000004334902,0.001094573],"genre_scores_gemma":[0.9919369,0.006469902,0.0001168487,0.0009832336,0.0003739447,0.00001508317,0.00007496466,0.00001038003,0.00001875931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4725314,"threshold_uncertainty_score":0.5035142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09043108662799693,"score_gpt":0.4692485601236161,"score_spread":0.3788174734956192,"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."}}