{"id":"W4407107934","doi":"10.1161/circoutcomes.123.011008","title":"Economic Outcomes With Precision Diagnostic Testing Versus Usual Testing in Stable Chest Pain: Results From the PRECISE Randomized Trial","year":2025,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta","funders":"National Center for Advancing Translational Sciences; National Institute on Aging","keywords":"Medicine; Randomized controlled trial; Chest pain; Physical therapy; Diagnostic test; Intensive care medicine; Radiology; Emergency medicine; Surgery","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":[0.007721656,0.001200957,0.002766337,0.0006151819,0.0002704934,0.001414326,0.0009021728,0.001891904,0.003354463],"category_scores_gemma":[0.02260006,0.000451664,0.004316548,0.000784958,0.001625007,0.001466143,0.0007759783,0.002420589,0.00023413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009009822,"about_ca_system_score_gemma":0.001000024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001013232,"about_ca_topic_score_gemma":0.0007119651,"domain_scores_codex":[0.9908793,0.007166007,0.0005659085,0.0005385356,0.0005026471,0.0003475976],"domain_scores_gemma":[0.9867038,0.008950344,0.002690733,0.00076515,0.0003406381,0.0005493627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9436665,0.001819541,0.005340267,0.003772616,0.01078328,0.00009308062,0.00008933771,0.0022,0.000349853,0.0009608479,0.001491362,0.02943325],"study_design_scores_gemma":[0.9305835,0.02993842,0.01610665,0.001248446,0.01487015,0.0001559565,0.00008661673,0.002759674,0.0004479608,0.002709107,0.001026139,0.00006741736],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513907,0.03856861,0.001982187,0.002221761,0.0005994971,0.001036603,0.001279995,0.00008748878,0.002833253],"genre_scores_gemma":[0.9925435,0.003845547,0.001207806,0.0006879728,0.00026038,0.0006346536,0.0005749842,0.000009991432,0.0002352505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007721656,"threshold_uncertainty_score":0.04083651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06925082523749967,"score_gpt":0.3241189813234765,"score_spread":0.2548681560859768,"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."}}