{"id":"W4416087342","doi":"10.3390/jcm14227966","title":"Transesophageal Echocardiography in Transcatheter Mitral Valve Replacement","year":2025,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Mitral valve replacement; Valve replacement; Modality (human–computer interaction); Mitral valve; Selection (genetic algorithm); Cardiac imaging","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":[0.001352182,0.0007612692,0.001320588,0.003296808,0.0002491518,0.001313132,0.0006817368,0.001142717,0.00390028],"category_scores_gemma":[0.002320807,0.0002716447,0.0008094473,0.002568914,0.000549781,0.001481563,0.0008425006,0.001745901,0.001705677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004659087,"about_ca_system_score_gemma":0.001585219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001340912,"about_ca_topic_score_gemma":0.002089844,"domain_scores_codex":[0.9994981,0.00012404,0.0001251293,0.00006212668,0.0001647387,0.00002575036],"domain_scores_gemma":[0.9987204,0.0008020069,0.0001695646,0.00002780533,0.0002379597,0.00004223378],"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":[0.00005485234,0.00004687065,0.0003251996,0.03032641,0.0001478934,0.0001458159,0.0000927999,0.0001976798,0.0004710112,0.002854464,0.01582366,0.9495134],"study_design_scores_gemma":[0.00002935652,0.0001421795,0.002812365,0.03679081,0.0005179744,0.003110809,0.000183245,0.0001655133,0.0003390895,0.003542657,0.9523225,0.00004348774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005146107,0.9990605,0.00006758845,0.0002348424,0.0001538091,0.000002988859,0.000006905662,0.00000248,0.0004193984],"genre_scores_gemma":[0.0005736583,0.9987578,0.0001575958,0.0001549017,0.0001823096,0.000004015458,0.0000124245,9.555812e-7,0.0001562932],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00390028,"threshold_uncertainty_score":0.01304775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08166534221639253,"score_gpt":0.5149613257993156,"score_spread":0.4332959835829231,"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."}}