{"id":"W4394803439","doi":"10.7326/m24-0581","title":"Cardiology: What You May Have Missed in 2023","year":2024,"lang":"en","type":"article","venue":"Annals of Internal Medicine","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Internal medicine; Cardiology; Myocardial infarction; Atrial fibrillation; Thrombolysis; Coronary artery disease; Mitral regurgitation; Guideline; Intensive care medicine","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":[0.004396352,0.001897841,0.001988952,0.002738319,0.002989457,0.009018626,0.001437618,0.01559001,0.1312274],"category_scores_gemma":[0.02284603,0.0007167694,0.002059145,0.001517741,0.0020536,0.01072138,0.003508106,0.008844308,0.08465268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001995142,"about_ca_system_score_gemma":0.004063519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002086775,"about_ca_topic_score_gemma":0.004158372,"domain_scores_codex":[0.9959799,0.0007510264,0.0006079787,0.0004514357,0.001608644,0.0006009809],"domain_scores_gemma":[0.9766213,0.002843393,0.001438723,0.0008058731,0.009030418,0.009260265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005414485,0.0000574238,0.0004032837,0.0002632462,0.00001096908,0.0003853143,0.00002834736,0.00002701722,0.00009409374,0.0005655022,0.9613965,0.0367142],"study_design_scores_gemma":[0.00005847354,0.00007481755,0.001233277,0.001261286,0.0000151851,0.001410472,0.0003125337,0.00005252012,0.00005180108,0.001908218,0.9935774,0.00004407657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"review","genre_scores_codex":[0.0006585326,0.02460825,0.0006833079,0.3683049,0.5712193,0.0001203217,0.0006204421,0.0006166256,0.03316836],"genre_scores_gemma":[0.003776666,0.02745766,0.001755255,0.3225274,0.5653823,0.0002288266,0.0006460313,0.0002343775,0.07799146],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1312274,"threshold_uncertainty_score":0.4389995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1119327610717306,"score_gpt":0.4305068112939197,"score_spread":0.318574050222189,"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."}}