{"id":"W2902558750","doi":"10.1155/2018/8979407","title":"Ten Years of 2D Longitudinal Strain for Early Myocardial Dysfunction Detection: A Clinical Overview","year":2018,"lang":"en","type":"review","venue":"BioMed Research International","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Aurora Research Institute","keywords":"Ejection fraction; Contractility; Speckle tracking echocardiography; Medicine; Gold standard (test); Cardiology; Ventricular function; Internal medicine; Strain (injury); Heart failure","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004690787,0.000274741,0.001468096,0.001262504,0.000101951,0.00006444246,0.0003411734,0.0006333212,0.0004281429],"category_scores_gemma":[0.001785283,0.0002238966,0.002972962,0.0007863163,0.0005461879,0.00008646903,0.0001756917,0.0008554368,0.0002470863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004605809,"about_ca_system_score_gemma":0.0008675087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008389089,"about_ca_topic_score_gemma":0.00001449197,"domain_scores_codex":[0.9953783,0.0005625002,0.001114502,0.0007182108,0.00181114,0.0004153778],"domain_scores_gemma":[0.9967279,0.0007005543,0.0003156727,0.0005646203,0.0013994,0.0002918535],"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":[0.0003523212,0.0001906938,0.0004037805,0.002748357,0.00358112,0.00002504319,0.0000155823,4.846014e-8,0.000005348908,0.00005959219,0.009678983,0.9829391],"study_design_scores_gemma":[0.001474415,0.0009828538,0.01402097,0.003036815,0.000759678,0.0001599265,0.0000166188,0.00001328481,0.000004341634,0.00003439766,0.9793159,0.0001807979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004652093,0.9798591,0.001648066,0.0001330473,0.01318306,0.002848487,0.0009730912,0.00007893139,0.0008109791],"genre_scores_gemma":[0.0003987706,0.9874157,0.0002907092,0.00001479553,0.008623152,0.000282077,0.0007324278,0.00007129762,0.002171124],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9827583,"threshold_uncertainty_score":0.9130237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3150880679713416,"score_gpt":0.5052851965228871,"score_spread":0.1901971285515455,"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."}}