{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001339255,0.0001448374,0.0002586248,0.00006135,0.00007308509,0.00005568365,0.00009055452,0.00008719318,0.0001983542],"category_scores_gemma":[0.00002856696,0.0001211675,0.0001998937,0.0001597,0.00001485527,0.0001229622,0.00004569616,0.00009773918,0.0001918747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001958359,"about_ca_system_score_gemma":0.0001449883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003247697,"about_ca_topic_score_gemma":0.00007920224,"domain_scores_codex":[0.9990089,0.00003888054,0.000181459,0.0003191364,0.0002182902,0.0002333648],"domain_scores_gemma":[0.9989001,0.00003039589,0.00003837664,0.0007158602,0.00009383277,0.0002214833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002333592,0.002613502,0.8588415,0.0001422755,0.002582639,0.000182551,0.009602928,0.01355908,0.04840951,0.004812567,0.0008934023,0.05602643],"study_design_scores_gemma":[0.007130657,0.003434577,0.9409515,0.0001441739,0.0007781993,0.0002436932,0.005031539,0.009105633,0.002049097,0.0006267712,0.02996423,0.0005399032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985034,0.0004702427,0.002412464,0.0001006237,0.0002121683,0.0008450774,0.00003317999,0.0001460732,0.01074615],"genre_scores_gemma":[0.9984797,0.00002699746,0.0003075294,0.0001341176,0.0001179837,0.00007681389,0.00008229596,0.00002229311,0.0007523162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08211001,"threshold_uncertainty_score":0.4941066,"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."}}