{"id":"W4296202301","doi":"10.1016/j.jcin.2022.08.006","title":"Quantification of Commissural Alignment of Balloon-Expandable THV on Fluoroscopy","year":2022,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Fluoroscopy; Balloon; Medicine; Valve replacement; Nuclear medicine; Radiology; Cardiology; Stenosis","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":[0.0007071532,0.0002643918,0.0002502834,0.001224668,0.0002735808,0.001454954,0.0001981379,0.0007639738,0.001338573],"category_scores_gemma":[0.004344642,0.0001915388,0.0002716615,0.0007214425,0.0002561991,0.0005545137,0.0003712168,0.0003882569,0.000324084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000352152,"about_ca_system_score_gemma":0.0003679131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003051561,"about_ca_topic_score_gemma":0.002936563,"domain_scores_codex":[0.9993054,0.0001973788,0.00005574971,0.0001143246,0.0002315341,0.00009564507],"domain_scores_gemma":[0.9979696,0.0008239147,0.0004810146,0.000185157,0.0003905414,0.0001497515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003932279,0.0001487774,0.2963817,0.0005752728,0.0004047152,0.000880837,0.0008398428,0.004022451,0.527849,0.001088711,0.00126502,0.1626114],"study_design_scores_gemma":[0.00005163861,0.000999023,0.8380288,0.0001141086,0.0003571685,0.002582649,0.0003593983,0.02293798,0.130405,0.000294703,0.003769428,0.000100048],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708778,0.002716231,0.01980128,0.00008971035,0.0000460369,0.00006176966,0.0006412331,0.000412957,0.005353],"genre_scores_gemma":[0.9907315,0.0003913035,0.007993341,0.00003906983,0.00002351358,0.00002275509,0.0003070772,0.00005913637,0.000432422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003051561,"threshold_uncertainty_score":0.006067574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03969259029981283,"score_gpt":0.3575493718421262,"score_spread":0.3178567815423133,"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."}}