{"id":"W2898495402","doi":"10.1136/heartasia-2018-011044","title":"Cancer antigen-125 and outcomes in acute heart failure: a systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"Heart Asia","topic":"Peptidase Inhibition and Analysis","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"European Regional Development Fund; Croucher Foundation","keywords":"Medicine; Heart failure; Meta-analysis; Internal medicine; Cancer; Cohort study; Cardiology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007994539,0.0005597544,0.0141749,0.000738786,0.00006935334,0.00005916469,0.00007809051,0.0002332136,0.001134683],"category_scores_gemma":[0.0001607149,0.0003342968,0.00305122,0.001435771,0.0001055468,0.00007567835,0.00007075125,0.00033564,0.0001178115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006962595,"about_ca_system_score_gemma":0.0001424472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009867378,"about_ca_topic_score_gemma":0.0003060922,"domain_scores_codex":[0.9968393,0.0004666461,0.001334619,0.000674497,0.0003714174,0.0003135233],"domain_scores_gemma":[0.9983796,0.0001535892,0.0003654209,0.0007290931,0.000114238,0.0002580974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[8.862551e-7,0.000056055,0.0002792819,0.8198543,0.170373,0.00004048865,0.000022659,1.027902e-8,5.745147e-7,0.000006924442,0.009261342,0.0001044644],"study_design_scores_gemma":[0.0001206268,0.00002341438,0.00006486171,0.0832069,0.7449805,0.000186778,0.000008779072,0.000002652275,4.121392e-7,0.000001315913,0.1711532,0.000250626],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001265338,0.9920757,0.000004302464,0.005794886,0.000009643263,0.001875377,0.0001513227,0.00003407069,0.00004198912],"genre_scores_gemma":[0.00004906217,0.9934702,0.0003231833,0.002852094,0.0000317295,0.0006274208,0.00009790799,0.00003886802,0.00250954],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7366474,"threshold_uncertainty_score":0.9999109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07505393201762542,"score_gpt":0.4046024413508806,"score_spread":0.3295485093332552,"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."}}