{"id":"W4402313404","doi":"10.1177/08465371241268426","title":"Peripartum Cardiomyopathy is Associated With Abnormalities of Myocardial Deformation and Late Gadolinium Enhancement","year":2024,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Peripartum cardiomyopathy; Gadolinium; Cardiomyopathy; Cardiology; Internal medicine; Radiology; Heart failure","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":[],"consensus_categories":[],"category_scores_codex":[0.001637201,0.0001473345,0.0005721188,0.0003361539,0.00008759042,0.00005182586,0.00006820796,0.0001870596,0.00006165492],"category_scores_gemma":[0.0004899205,0.0001249221,0.0002710353,0.000230947,0.0001157006,0.0001913198,0.00001308034,0.0003283913,0.0000036346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001439097,"about_ca_system_score_gemma":0.0008674661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006340509,"about_ca_topic_score_gemma":0.00077815,"domain_scores_codex":[0.9983789,0.0001862628,0.0004872757,0.0001548831,0.0004733583,0.000319289],"domain_scores_gemma":[0.9987295,0.0001054132,0.0003207224,0.0001537544,0.0004424139,0.0002482327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004835094,0.0001404805,0.8434411,0.001710311,0.02466178,0.002564913,0.03477233,0.000764154,0.001504092,0.001964362,0.05107797,0.03691502],"study_design_scores_gemma":[0.007707535,0.002332474,0.9015033,0.005600138,0.004074525,0.007705283,0.002248098,0.00236135,0.004921568,0.000908636,0.05959693,0.001040184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824106,0.008759118,0.0006287393,0.001170471,0.0008835889,0.0002918956,0.0001493412,0.00002916262,0.005677136],"genre_scores_gemma":[0.9967453,0.001626901,0.0001907436,0.0001477939,0.0002282771,0.000007103494,0.00004526353,0.00001801953,0.0009905212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0580622,"threshold_uncertainty_score":0.5094177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01021958343461729,"score_gpt":0.2377046624445909,"score_spread":0.2274850790099736,"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."}}