{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009509465,0.0003205484,0.001727155,0.0001426874,0.0002330105,0.0001595814,0.0001136155,0.0001463069,0.000003765291],"category_scores_gemma":[0.127579,0.0002149091,0.0007183998,0.0003628355,0.0002012973,0.0001617582,0.00008652343,0.0003183627,0.000006467587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002174358,"about_ca_system_score_gemma":0.0003082835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004068351,"about_ca_topic_score_gemma":0.0001480227,"domain_scores_codex":[0.9959242,0.001551157,0.001071367,0.0006362852,0.0004990277,0.000317976],"domain_scores_gemma":[0.897855,0.1006374,0.0002544968,0.0009454899,0.0001995929,0.0001080449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07782833,0.00008663853,0.8830642,0.00007154365,0.001698711,0.00002018985,0.0004098943,0.01219393,0.000002367924,0.0001119301,0.00005904807,0.02445328],"study_design_scores_gemma":[0.3735502,0.00003499783,0.6225,0.0002586143,0.001004301,0.000002270182,0.0002243038,0.001821344,0.000007225149,0.0002400367,0.0001851096,0.0001716012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985047,0.002719584,0.005530165,0.001704267,0.0008666336,0.002579303,0.00007924635,0.0001247926,0.001348959],"genre_scores_gemma":[0.9975608,0.00005375184,0.001436144,0.0003939667,0.0002156328,0.000153546,0.0001202643,0.00002455613,0.00004131076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2957219,"threshold_uncertainty_score":0.8797698,"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."}}