{"id":"W2057139420","doi":"10.1016/j.healun.2006.11.017","title":"3: Biplanar 2D-echo strain imaging documents improvement in LV function in patients with VAD","year":2007,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Boniface Hospital; University Health Network","funders":"","keywords":"Echo (communications protocol); Strain (injury); Medicine; Function (biology); Cardiology; Materials science; Biomedical engineering; Internal medicine; Computer science; Biology","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":[0.000285414,0.0004848456,0.0004274543,0.0007823499,0.0002128246,0.0005662104,0.0004030669,0.001640916,0.004730162],"category_scores_gemma":[0.001586822,0.0001316889,0.0002908322,0.0002866562,0.0004040135,0.0007483709,0.0003166578,0.0006973419,0.000527951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000168214,"about_ca_system_score_gemma":0.0001832048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008863537,"about_ca_topic_score_gemma":0.0006619365,"domain_scores_codex":[0.9998614,0.00001133693,0.000020104,0.00002706107,0.00002218673,0.00005786934],"domain_scores_gemma":[0.9993871,0.0001928839,0.00007532855,0.00005247253,0.00009330398,0.0001989352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007398819,0.0008849443,0.6202673,0.000317861,0.0002725792,0.1444042,0.0005910286,0.001310151,0.1559704,0.0006939072,0.006503824,0.06138503],"study_design_scores_gemma":[0.0003609371,0.002345088,0.7852775,0.0001225621,0.0003721522,0.1682113,0.0007054409,0.004797238,0.03295262,0.0007722469,0.00400921,0.00007371203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870242,0.000576974,0.002482728,0.001310243,0.0001841887,0.0000445741,0.0007251783,0.0002082611,0.007443683],"genre_scores_gemma":[0.9977064,0.0001201148,0.0008584601,0.0003188482,0.0001885914,0.00001199317,0.000410617,0.0000164177,0.0003684481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004730162,"threshold_uncertainty_score":0.01582396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003976573835226573,"score_gpt":0.2293703771940798,"score_spread":0.2253938033588533,"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."}}