{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008860653,0.000276752,0.0002545456,0.0009730078,0.0001782227,0.000327094,0.0001547706,0.0003474041,0.0008088367],"category_scores_gemma":[0.002030012,0.0001172281,0.0001494621,0.0005133227,0.0002068352,0.0002131276,0.0001856526,0.0002699569,0.0001873555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001963406,"about_ca_system_score_gemma":0.0001656545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003712849,"about_ca_topic_score_gemma":0.0003742294,"domain_scores_codex":[0.9996742,0.0001093249,0.00003029626,0.00005115456,0.00009168906,0.00004345814],"domain_scores_gemma":[0.9987541,0.0004807548,0.0003901165,0.00004072445,0.0002022225,0.0001320267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002508124,0.0000469568,0.9928536,0.00002424401,0.00004394853,0.00006991394,0.00003173792,0.00006429476,0.002066664,0.00001497301,0.00004494576,0.004487826],"study_design_scores_gemma":[0.00001427299,0.0007396025,0.9934325,0.00001396314,0.00009922715,0.00124821,0.0001362653,0.0005972515,0.003018809,0.00008573801,0.0006075256,0.000006609918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966055,0.002395377,0.0003092489,0.00005525482,0.00001227669,0.00001121242,0.0001065108,0.000006989784,0.0004975987],"genre_scores_gemma":[0.9990416,0.0003302109,0.0004040442,0.00001462481,0.00001459363,0.00000696248,0.00008091565,6.783869e-7,0.0001061852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009730078,"threshold_uncertainty_score":0.004686058,"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."}}