{"id":"W2491576974","doi":"10.1161/circoutcomes.6.suppl_1.a340","title":"Abstract 340: Improved Patterns for Advanced Non-Invasive Diagnostic Testing Using a Personalized Gene Expression Score among Patients Presenting to Primary Care Clinicians with Symptoms of Suspected Obstructive Coronary Artery Disease: Results from the IMPACT-PCP (Investigation of a Molecular Personalized Coronary Gene Expression Test on Primary Care Practice Pattern) Trial","year":2013,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St.Amant","funders":"","keywords":"Medicine; Coronary artery disease; McNemar's test; Chest pain; Pre- and post-test probability; Internal medicine; Clinical endpoint; Logistic regression; Prospective cohort study; Ambulatory; Emergency medicine; Physical therapy; Clinical trial","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":[0.002092733,0.0006015627,0.0008565757,0.0001919207,0.0003383805,0.001062198,0.0004827996,0.001215535,0.002720974],"category_scores_gemma":[0.005205994,0.0002512529,0.0009291653,0.00046125,0.0005053438,0.0008172309,0.0004483397,0.001446328,0.000357288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007229928,"about_ca_system_score_gemma":0.0006908778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009953552,"about_ca_topic_score_gemma":0.001086061,"domain_scores_codex":[0.9987908,0.0006283228,0.00007257892,0.0002450221,0.0001540118,0.0001092384],"domain_scores_gemma":[0.9978021,0.0006581158,0.0006564831,0.0001887072,0.0001791648,0.0005154311],"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":[0.6471483,0.01979538,0.2552421,0.0007459851,0.002982708,0.0001465568,0.0002347622,0.001561517,0.00328617,0.0002194295,0.004343631,0.0642935],"study_design_scores_gemma":[0.2290084,0.1878943,0.5710768,0.0001572088,0.003477846,0.0002767686,0.0002193639,0.004091332,0.001335528,0.0005147048,0.001871424,0.0000762315],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968719,0.00052833,0.0001833946,0.0004690756,0.00006469247,0.0004250483,0.0006353611,0.00001984827,0.0008023644],"genre_scores_gemma":[0.997578,0.0001970903,0.0004328307,0.0003939954,0.0001558654,0.0002328636,0.0007502955,0.00000340368,0.0002557203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002720974,"threshold_uncertainty_score":0.01106757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03210750942935248,"score_gpt":0.2978862131940215,"score_spread":0.2657787037646691,"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."}}