{"id":"W3159089949","doi":"10.15173/sciential.vi6.2604","title":"Evaluating the use of biomarkers for the diagnosis of myocardial injury in neonates","year":2021,"lang":"en","type":"article","venue":"Sciential - McMaster Undergraduate Science Journal","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Myocardial infarction; Medicine; Internal medicine; Cardiology; Troponin; Creatine kinase; Myoglobin; Troponin I; Copeptin; Infarction; Cardiac marker","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01061099,0.0006678709,0.00111218,0.003041783,0.0002238774,0.001812401,0.0006277882,0.0009055234,0.0009820889],"category_scores_gemma":[0.02638802,0.0002500392,0.0008253106,0.001820751,0.0003213152,0.001077094,0.0004549456,0.0006201306,0.0004355502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009608527,"about_ca_system_score_gemma":0.001872489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002795566,"about_ca_topic_score_gemma":0.003498234,"domain_scores_codex":[0.9951749,0.00243575,0.0008083853,0.0002201827,0.001208421,0.0001523498],"domain_scores_gemma":[0.988359,0.006312485,0.002094343,0.000203185,0.00281969,0.0002111946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001219936,0.0001241977,0.3111871,0.009683045,0.0009146287,0.00114461,0.0004544586,0.0005605693,0.003596442,0.001045772,0.004514138,0.6655552],"study_design_scores_gemma":[0.0003603971,0.00705172,0.658205,0.0668291,0.01005744,0.01485212,0.004866503,0.006130618,0.04139426,0.005504511,0.18446,0.0002883526],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08236053,0.8997574,0.004132693,0.003171069,0.0005547832,0.0002980375,0.0005918875,0.00005688129,0.009076548],"genre_scores_gemma":[0.3896185,0.5762345,0.02841977,0.002106641,0.0005734573,0.000437356,0.0007971955,0.00003325296,0.00177938],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01061099,"threshold_uncertainty_score":0.056117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1479046527813395,"score_gpt":0.4128968735067106,"score_spread":0.264992220725371,"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."}}