{"id":"W4319812259","doi":"10.1093/jalm/jfad002","title":"Prostate-Specific Antigen and Female Breast Cancer—Revisited","year":2023,"lang":"en","type":"article","venue":"The Journal of Applied Laboratory Medicine","topic":"Coagulation, Bradykinin, Polyphosphates, and Angioedema","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medical laboratory; Medicine; Library science; Family medicine; History; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001347112,0.0001923383,0.0005415003,0.0002401168,0.0001593345,0.00001306126,0.0001383127,0.00006888094,0.0003073374],"category_scores_gemma":[0.00003390373,0.0001098802,0.00004331739,0.001112453,0.0003072712,0.00008007164,0.00003708936,0.0002810514,0.00002380777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004735,"about_ca_system_score_gemma":0.0001861021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001686585,"about_ca_topic_score_gemma":0.000003149427,"domain_scores_codex":[0.9984396,0.00004395435,0.0005797492,0.0001484079,0.0005201038,0.0002682089],"domain_scores_gemma":[0.9985644,0.0001544438,0.0003932294,0.0002539411,0.0003889081,0.0002450708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01115544,0.0002892876,0.1126067,0.0008625544,0.001187691,0.0005595876,0.03037424,0.0002177527,0.5206296,0.00501905,0.228044,0.08905395],"study_design_scores_gemma":[0.00672492,0.000640279,0.8650342,0.00109489,0.000529662,0.0003963394,0.006472967,0.0001474586,0.005879853,0.0005175851,0.1122745,0.0002873401],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796935,0.01153072,0.00001315136,0.007417363,0.0002751354,0.0003374004,0.0000347714,0.00006116966,0.0006367504],"genre_scores_gemma":[0.9844899,0.01266785,0.00004568034,0.00109323,0.001470784,0.000005093356,0.00001385062,0.00003676883,0.0001768183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7524275,"threshold_uncertainty_score":0.4480785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901870118804486,"score_gpt":0.2770941406329129,"score_spread":0.258075439444868,"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."}}