{"id":"W2580649990","doi":"10.1177/1753495x16685684","title":"Atrial fibrillation with a structurally normal heart in pregnancy: An international survey on current practice","year":2017,"lang":"en","type":"article","venue":"Obstetric Medicine","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiology; Pregnancy; Internal medicine; Obstetrics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007349873,0.0002389698,0.0005577112,0.0003934197,0.0001266067,0.00005526028,0.0003029297,0.00009999701,0.0002001858],"category_scores_gemma":[0.01328237,0.0001732381,0.0001162972,0.0002826685,0.0001618552,0.0006315711,0.00008384282,0.00041115,0.00002043113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002225615,"about_ca_system_score_gemma":0.0001546754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000470704,"about_ca_topic_score_gemma":0.0001502063,"domain_scores_codex":[0.9973565,0.0001836841,0.0004330263,0.000503103,0.001237855,0.0002858383],"domain_scores_gemma":[0.9971287,0.0006937539,0.0003108698,0.001274499,0.0003930922,0.000199036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002525953,0.00009398301,0.6435108,0.0001349381,0.0002907418,0.0007962681,0.0008399508,0.0003804229,0.00006109357,0.0002767843,0.0003455335,0.3507435],"study_design_scores_gemma":[0.01077656,0.001163391,0.9561861,0.003340687,0.000217318,0.0005717424,0.00005252893,0.0005048073,0.00005011868,0.00002017393,0.02689271,0.0002238749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9283163,0.02588954,0.0002852197,0.004492023,0.01040989,0.001931146,0.0000483087,0.0001504023,0.02847715],"genre_scores_gemma":[0.9951971,0.001416419,0.0007776513,0.00008759701,0.001940389,0.000006536728,0.0002549455,0.00003547276,0.0002838426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3505197,"threshold_uncertainty_score":0.9950292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04681274552513528,"score_gpt":0.3634052902969734,"score_spread":0.3165925447718382,"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."}}