{"id":"W2947731102","doi":"10.7759/cureus.4778","title":"Patent Foramen Ovale Treatment Strategies Correspond to an Index Predicting Pathogenicity","year":2019,"lang":"en","type":"article","venue":"Cureus","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Winnipeg; University of Toronto","funders":"","keywords":"Medicine; Patent foramen ovale; Percutaneous; Paradoxical embolism; Closure (psychology); Surgery; Stroke (engine); Internal medicine; Cardiology","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":[0.0008101569,0.0002245204,0.0001967953,0.0009971001,0.000227164,0.0005510069,0.0002137599,0.0003294418,0.001235254],"category_scores_gemma":[0.006836369,0.00008632693,0.0002459016,0.0004536601,0.0003660917,0.0003520409,0.0003122723,0.000389916,0.0001603911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002406183,"about_ca_system_score_gemma":0.0002663575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003347139,"about_ca_topic_score_gemma":0.0004017456,"domain_scores_codex":[0.9994684,0.0001486621,0.0000929438,0.00007013906,0.0001483013,0.00007158759],"domain_scores_gemma":[0.9954486,0.001309307,0.002516919,0.00009692743,0.0002698312,0.0003583469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004597114,0.00001468046,0.9973719,0.000009719638,0.00001516664,0.0001151643,0.00002719547,0.00006326773,0.0001748953,0.00001938456,0.00006033314,0.00208237],"study_design_scores_gemma":[0.000009242297,0.0001471987,0.9967052,0.00001835262,0.00003733518,0.001911703,0.0001370956,0.0005625595,0.0002101281,0.0001039619,0.000153063,0.000004153084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979759,0.0004465031,0.0003538845,0.0001157112,0.000008740846,0.00001885941,0.00008009574,0.000004989407,0.0009954112],"genre_scores_gemma":[0.9996806,0.00007191451,0.0001630379,0.000007221447,0.00001156198,0.000003908663,0.00004656973,6.158788e-7,0.00001456891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001235254,"threshold_uncertainty_score":0.00428462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04142455792382316,"score_gpt":0.2932079095482064,"score_spread":0.2517833516243833,"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."}}