{"id":"W2052809577","doi":"10.1007/s12170-007-0028-2","title":"Cardiovascular biomarkers: A risky business","year":2007,"lang":"en","type":"article","venue":"Current Cardiovascular Risk Reports","topic":"Biomarkers in Disease Mechanisms","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Circulatory and Respiratory Health; Toronto General Hospital","funders":"","keywords":"Medicine; Internal medicine; Intensive care medicine","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":[0.04774275,0.002068006,0.003981657,0.00472252,0.002829345,0.0158906,0.003582145,0.02535251,0.01113813],"category_scores_gemma":[0.08447114,0.0009298721,0.001149605,0.002280232,0.02429329,0.03330574,0.007893161,0.02553372,0.006266166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003024722,"about_ca_system_score_gemma":0.004929712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008901512,"about_ca_topic_score_gemma":0.001095341,"domain_scores_codex":[0.9839309,0.006865865,0.001695339,0.001309588,0.005771315,0.0004270237],"domain_scores_gemma":[0.8505363,0.09649634,0.006702687,0.009536925,0.02534214,0.0113855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007428292,0.0003592591,0.004050493,0.001344415,0.0003255714,0.001149336,0.0006485265,0.0008107622,0.001979832,0.1926754,0.3635194,0.4323942],"study_design_scores_gemma":[0.0002378186,0.0003219665,0.001727505,0.003780811,0.0002047721,0.00198041,0.001417083,0.002004842,0.000642515,0.6530091,0.3344543,0.0002188717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00156588,0.1394264,0.009310574,0.8231342,0.01906321,0.00002416154,0.00008929481,0.0001652745,0.007221088],"genre_scores_gemma":[0.1097965,0.196774,0.03114294,0.450493,0.1974987,0.0001896602,0.0002203779,0.0002710503,0.01361383],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04774275,"threshold_uncertainty_score":0.2524908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01263693246190932,"score_gpt":0.236658223859068,"score_spread":0.2240212913971587,"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."}}