{"id":"W3216611912","doi":"10.1161/circ.144.suppl_1.11058","title":"Abstract 11058: Pooled Analysis of Six Randomized Trials Comparing Device Closure of Patent Foramen Ovale After Stroke to Medical Treatment: Overall Effects and Patient Selection Using a Causal Classification System","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Patent foramen ovale; Stroke (engine); Foramen ovale (heart); Randomized controlled trial; Selection (genetic algorithm); Closure (psychology); Surgery; Internal medicine; Migraine","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":[0.03003282,0.003589248,0.02089612,0.003485623,0.0005051647,0.00371969,0.001524704,0.003557004,0.009156232],"category_scores_gemma":[0.05063965,0.001190102,0.03939357,0.003109128,0.00130856,0.002375515,0.001966499,0.002729014,0.0008166723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001381502,"about_ca_system_score_gemma":0.002069482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001683656,"about_ca_topic_score_gemma":0.002485891,"domain_scores_codex":[0.9655928,0.02353773,0.006458333,0.002186258,0.001565905,0.0006589173],"domain_scores_gemma":[0.9798874,0.01350329,0.003871667,0.001433979,0.00102649,0.0002770598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.1574205,0.0001863965,0.002299725,0.1445099,0.6760745,0.0001051,0.0001293125,0.001305852,0.0006561646,0.0004977172,0.00189901,0.01491579],"study_design_scores_gemma":[0.1293124,0.004048129,0.004942619,0.008319686,0.8476236,0.00009131632,0.00008814276,0.0008274594,0.0004256472,0.001324693,0.002910751,0.00008556347],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2298649,0.6603057,0.02192524,0.002382511,0.005155343,0.04506222,0.02652271,0.001169401,0.007611966],"genre_scores_gemma":[0.8595722,0.06503738,0.01686036,0.001774309,0.0009172117,0.04452426,0.007705272,0.0001882483,0.00342081],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03003282,"threshold_uncertainty_score":0.1588306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06781269198916152,"score_gpt":0.314128656528493,"score_spread":0.2463159645393315,"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."}}