{"id":"W4291368012","doi":"10.14740/cr1351","title":"The Metabolic Pathway of Cardiac Troponins Release: Mechanisms and Diagnostic Role","year":2022,"lang":"en","type":"review","venue":"Cardiology Research","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Troponin; Medicine; Cardiology; Myocardial infarction; Internal medicine; Pathological; Troponin I; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008350995,0.000445613,0.004407711,0.0008045534,0.0009031235,0.00004787645,0.000741725,0.0006179875,0.0001746364],"category_scores_gemma":[0.009241082,0.0002897912,0.001358019,0.001424438,0.001744174,0.00003980126,0.001574489,0.003971987,0.0001229631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00030658,"about_ca_system_score_gemma":0.002120903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001033099,"about_ca_topic_score_gemma":9.268251e-7,"domain_scores_codex":[0.9878334,0.007585076,0.000829738,0.0009001048,0.001629269,0.001222395],"domain_scores_gemma":[0.9825515,0.01453783,0.0001982964,0.001728941,0.0005430637,0.0004403839],"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":[0.00007220016,0.00002536967,0.00002986684,0.00184378,0.003048569,0.0002100922,0.00004208773,7.172354e-7,0.00002946811,0.007269677,0.01225675,0.9751714],"study_design_scores_gemma":[0.0002163502,0.000528252,0.00007374354,0.0004129791,0.001026246,0.0005763985,0.0003816321,0.000002876237,0.00001619908,0.0004031154,0.9961593,0.0002028998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001645636,0.9878679,0.00001338951,0.0005301312,0.0004917493,0.003059772,0.0003616273,0.00004634191,0.007612617],"genre_scores_gemma":[0.00005555269,0.9939302,0.00005258594,0.00005262063,0.0006745527,0.002578209,0.0002473003,0.0001279129,0.002281051],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9839026,"threshold_uncertainty_score":0.9999554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0989859774958314,"score_gpt":0.4123143220160175,"score_spread":0.3133283445201861,"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."}}