{"id":"W4410546330","doi":"10.1016/j.jacc.2025.05.011","title":"Valve Underexpansion and Clinical Outcomes With ACURATE neo2","year":2025,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"Boston Scientific Corporation","keywords":"Medicine; Internal 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":[0.0008957825,0.0002434886,0.0005077058,0.0004851061,0.000374991,0.001462809,0.000390897,0.0005948923,0.003527189],"category_scores_gemma":[0.002555678,0.0001306832,0.00068851,0.0003818938,0.0006354283,0.0008724382,0.0006019492,0.001051017,0.00072085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000364343,"about_ca_system_score_gemma":0.0003565217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003886422,"about_ca_topic_score_gemma":0.001116739,"domain_scores_codex":[0.999495,0.00007845708,0.0000650553,0.00009160306,0.0001368292,0.0001330807],"domain_scores_gemma":[0.9978332,0.0004256602,0.0008209285,0.0001921877,0.0001756381,0.0005524451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006997448,0.001298212,0.9297991,0.0002373607,0.0005685891,0.001604296,0.0002153388,0.0002633356,0.003389958,0.0005740714,0.001331705,0.05372045],"study_design_scores_gemma":[0.0003353041,0.005172253,0.9835424,0.0002023185,0.0005478982,0.003869046,0.0005858873,0.0007486306,0.0009053685,0.0008117033,0.003238836,0.00004020728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920213,0.001840496,0.0002147297,0.000280994,0.00009744651,0.00001954251,0.0001659859,0.00001167943,0.005347887],"genre_scores_gemma":[0.9971142,0.0005429381,0.0001696108,0.0002675366,0.0001700219,0.00001738292,0.0005215958,0.00000703131,0.001189757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003527189,"threshold_uncertainty_score":0.01179963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498875888095602,"score_gpt":0.3706053707027058,"score_spread":0.3556166118217498,"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."}}