{"id":"W6940222701","doi":"10.6084/m9.figshare.c.7485452","title":"Real-world evidence study on the impact of SPECT MPI, PET MPI, cCTA and stress echocardiography on downstream healthcare utilisation in patients with coronary artery disease in the US","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Coronary artery disease; Myocardial perfusion imaging; Health care; Acute coronary syndrome; Positron emission tomography; Cohort; Stress Echocardiography; Retrospective cohort study","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":[0.01256932,0.0004488283,0.00147762,0.004664895,0.0004541654,0.002534232,0.001416136,0.001016452,0.002955544],"category_scores_gemma":[0.1091483,0.000492539,0.003790678,0.008381254,0.0005972107,0.001562298,0.00182216,0.001551453,0.0002631675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001317127,"about_ca_system_score_gemma":0.001709876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007429649,"about_ca_topic_score_gemma":0.01005973,"domain_scores_codex":[0.9708397,0.01377937,0.008322825,0.002414635,0.003884545,0.0007589706],"domain_scores_gemma":[0.8496861,0.08147994,0.05432825,0.00339379,0.008726025,0.002385799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001491367,0.0001306247,0.9786831,0.002755297,0.006580654,0.00009246387,0.0001453244,0.0002654006,0.00004918795,0.0002347523,0.001028511,0.008543299],"study_design_scores_gemma":[0.0004817298,0.0007869927,0.9795985,0.003996632,0.008515753,0.0004679833,0.0009016693,0.001520873,0.000173755,0.0005127258,0.00298964,0.00005388158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9177895,0.05260614,0.001023675,0.002316709,0.0001363049,0.0003131817,0.023023,0.00001570781,0.002775719],"genre_scores_gemma":[0.9866909,0.004199454,0.001245225,0.0005808756,0.0001030038,0.0002265607,0.006862292,0.000008848481,0.000082824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01256932,"threshold_uncertainty_score":0.06647372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03534242428487306,"score_gpt":0.2743225810357583,"score_spread":0.2389801567508852,"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."}}