{"id":"W2884978843","doi":"10.1016/j.clinbiochem.2018.07.009","title":"Differences in total PSA results within and between manufacturers","year":2018,"lang":"en","type":"letter","venue":"Clinical Biochemistry","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; McMaster University; University of Toronto; William Osler Health System","funders":"","keywords":"Hematology analyzer; Analyte; Chromatography; Chemistry; Potassium; Separator (oil production); Blood collection; Medicine; Internal medicine; Emergency medicine; Physics","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":[0.002403182,0.0003083663,0.0005121434,0.0005677381,0.002657218,0.002237766,0.0009409672,0.02149293,0.009653996],"category_scores_gemma":[0.03045853,0.0003872603,0.000488325,0.0007167708,0.0009833548,0.001363648,0.0007719079,0.01241278,0.004880463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003655776,"about_ca_system_score_gemma":0.002404406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006537958,"about_ca_topic_score_gemma":0.01214498,"domain_scores_codex":[0.9964423,0.0008140262,0.0005565282,0.0004550076,0.001126379,0.0006058844],"domain_scores_gemma":[0.9912491,0.004903691,0.0007755936,0.00033348,0.001886279,0.0008517702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002965608,0.0001602049,0.0095596,0.00006595336,0.00002287063,0.009556943,0.0006072575,0.0001561157,0.0006626953,0.006098023,0.9429519,0.02986201],"study_design_scores_gemma":[0.0003078463,0.0003449103,0.01335246,0.0003500573,0.00007963265,0.01552884,0.002400284,0.00140958,0.001671926,0.01324767,0.9512167,0.0000899845],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005772694,0.0003666458,0.0002465314,0.9697738,0.01033823,0.0000232309,0.0001783707,0.00003977324,0.01326084],"genre_scores_gemma":[0.05216332,0.000527753,0.0006800793,0.9057968,0.01821411,0.00005932784,0.0001334838,0.00005805253,0.02236699],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02149293,"threshold_uncertainty_score":0.03229582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05998365719586646,"score_gpt":0.3506477429720226,"score_spread":0.2906640857761562,"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."}}