{"id":"W3045535890","doi":"10.1159/000509671","title":"Evaluation of the Diagnostic and Predicative Values of 8-Iso-Prostaglandin F2α as a Biomarker of Breast Cancer","year":2020,"lang":"en","type":"article","venue":"Oncology Research and Treatment","topic":"Inflammatory mediators and NSAID effects","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Breast cancer; Carcinoembryonic antigen; Internal medicine; Biomarker; Cancer; Gastroenterology; Chemistry","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":[0.0009853782,0.0000709909,0.0002720067,0.00005783377,0.00004640102,0.000001569575,0.00003520674,0.00006657713,0.00009539459],"category_scores_gemma":[0.0008190445,0.00003863874,0.00003173486,0.0001574441,0.0005701925,0.00001839695,0.00005013263,0.00007468775,0.000001205855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001330475,"about_ca_system_score_gemma":0.0007468764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003537678,"about_ca_topic_score_gemma":0.00007039729,"domain_scores_codex":[0.9985847,0.0004776147,0.0001646042,0.0001478072,0.0004904694,0.0001347352],"domain_scores_gemma":[0.9984393,0.0007847998,0.00009203786,0.0001138993,0.000443291,0.0001266846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002446825,0.0008612631,0.8443609,0.0003475021,0.0007967471,0.00002728894,0.005771028,0.000001484299,0.0211073,0.0001118583,0.0009191919,0.1232486],"study_design_scores_gemma":[0.005506098,0.006476271,0.9544432,0.0001882714,0.0004486075,0.00002380188,0.0004693014,0.0006955674,0.03124732,0.000298262,0.000168888,0.00003444936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923825,0.002825061,4.74858e-7,0.002913232,0.0000268255,0.001132637,0.0000800694,0.000002640883,0.0006365667],"genre_scores_gemma":[0.9980505,0.001641472,0.00001271278,0.00002129622,0.00003904595,0.0001871669,0.000006287653,0.000005312865,0.00003623624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1232141,"threshold_uncertainty_score":0.2100898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1211375099419612,"score_gpt":0.4453846967327216,"score_spread":0.3242471867907604,"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."}}