{"id":"W4405442477","doi":"10.1016/j.clinbiochem.2024.110866","title":"Important quality parameters for macrocomplex investigation for cardiac troponin","year":2024,"lang":"en","type":"letter","venue":"Clinical Biochemistry","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Cardiology; Quality (philosophy); Troponin; Internal medicine; Medicine; Physics; Myocardial infarction","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":[0.004990851,0.0007713046,0.001398881,0.001229974,0.003906575,0.004059773,0.001467166,0.03848362,0.004695116],"category_scores_gemma":[0.03830644,0.0006631024,0.001399987,0.000951391,0.002495614,0.002526743,0.001548698,0.03053903,0.003034032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005401392,"about_ca_system_score_gemma":0.005928877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006823231,"about_ca_topic_score_gemma":0.01494066,"domain_scores_codex":[0.9942449,0.001992667,0.001354077,0.0004614146,0.001235481,0.0007114321],"domain_scores_gemma":[0.9820018,0.00937415,0.001049281,0.0006532287,0.003966177,0.002955474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001568862,0.0002217292,0.01861577,0.0001196418,0.0000424652,0.02782958,0.0005129851,0.0002963801,0.0008963952,0.006292182,0.9216556,0.02336036],"study_design_scores_gemma":[0.0007421062,0.0006764988,0.03949055,0.003377868,0.0002009494,0.06896609,0.003704877,0.005720545,0.001952635,0.06162423,0.8131357,0.0004079133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001972067,0.0007484548,0.0003303298,0.9834399,0.008187867,0.00003679622,0.00005906626,0.00002690842,0.005198493],"genre_scores_gemma":[0.02288133,0.0006895787,0.002106251,0.9223049,0.04769385,0.0001200084,0.00008015155,0.00004613699,0.004077869],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03848362,"threshold_uncertainty_score":0.03918999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1156812177959148,"score_gpt":0.4197698352858175,"score_spread":0.3040886174899027,"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."}}