{"id":"W3131152556","doi":"10.4244/eijv16i14a201","title":"Cerebral embolic protection during TAVI: the game is not over","year":2021,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Magnetic resonance imaging; Transcranial Doppler; Stroke (engine); Embolic stroke; Cardiology; Incidence (geometry); Internal medicine; Radiology; Aortic valve; Ischemic stroke; Ischemia","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":[0.009871631,0.0009287202,0.002053332,0.001028953,0.002137103,0.009560162,0.001965452,0.009165698,0.007435757],"category_scores_gemma":[0.03501269,0.000400475,0.0008346658,0.0007436129,0.003985604,0.009556005,0.003369478,0.01456553,0.005387756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001914643,"about_ca_system_score_gemma":0.003209325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002835711,"about_ca_topic_score_gemma":0.004896627,"domain_scores_codex":[0.9950619,0.002055258,0.0005645753,0.0005740515,0.001295653,0.0004483848],"domain_scores_gemma":[0.9790122,0.01215573,0.001830762,0.0008564577,0.003108642,0.00303626],"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":[0.001381668,0.0001312316,0.002972096,0.003309839,0.0002606549,0.0007921721,0.001174759,0.0004900807,0.001081416,0.01314944,0.4071069,0.5681498],"study_design_scores_gemma":[0.000269429,0.0008545255,0.009300177,0.01207959,0.0002830898,0.003163867,0.003700498,0.000865936,0.0004649519,0.06690177,0.9018969,0.0002191125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003368116,0.3766001,0.002118984,0.5770602,0.0315585,0.00002203773,0.0001993939,0.0001660136,0.008906548],"genre_scores_gemma":[0.1323791,0.4384141,0.003696611,0.2431677,0.173417,0.0001437076,0.0003871084,0.0002150982,0.008179712],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009871631,"threshold_uncertainty_score":0.05220681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02544227650367103,"score_gpt":0.334339777722004,"score_spread":0.308897501218333,"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."}}