{"id":"W4205692404","doi":"10.1186/s12968-021-00835-z","title":"Society for Cardiovascular Magnetic Resonance perspective on the 2021 AHA/ACC Chest Pain Guidelines","year":2022,"lang":"en","type":"review","venue":"Journal of Cardiovascular Magnetic Resonance","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kensington Health","funders":"","keywords":"Medicine; Angiology; Magnetic resonance imaging; Chest pain; Perspective (graphical); Cardiac magnetic resonance; Internal medicine; Cardiology; Radiology","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","metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01398838,0.001220045,0.006681595,0.0003417555,0.0004793698,0.0001845344,0.001101603,0.0004942929,0.0003079951],"category_scores_gemma":[0.01312704,0.0008516947,0.04543258,0.001251582,0.0005328109,0.0001043896,0.0002784788,0.002417515,0.00003196087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001321097,"about_ca_system_score_gemma":0.002068364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009218806,"about_ca_topic_score_gemma":0.000001231313,"domain_scores_codex":[0.9899303,0.001836533,0.002319656,0.001231508,0.003688423,0.0009935249],"domain_scores_gemma":[0.9895215,0.00390016,0.0007767723,0.003197686,0.002232313,0.0003715929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000898789,0.0001320592,0.000005675664,0.002871429,0.005734175,0.0006216035,0.0001334416,0.00009240365,7.635713e-8,0.0002044607,0.0854978,0.904617],"study_design_scores_gemma":[0.0023329,0.00144501,0.00008195775,0.01021635,0.02884782,0.002440717,0.0006884591,0.00007228915,9.55463e-7,0.0001292477,0.9529637,0.0007806524],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002892012,0.991725,0.000716168,0.001313283,0.00154607,0.003052827,0.0001928914,0.00003829809,0.001412609],"genre_scores_gemma":[0.000003115865,0.9865317,0.004759692,0.0009395214,0.005306123,0.0006623678,0.00002742735,0.0002958571,0.001474191],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9038364,"threshold_uncertainty_score":0.9998839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05201571365257094,"score_gpt":0.3187153639179143,"score_spread":0.2666996502653434,"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."}}