{"id":"W2082483767","doi":"10.1161/circulationaha.111.030601","title":"Management of Severe Mitral Stenosis During Pregnancy","year":2011,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Pregnancy; Auscultation; Stenosis; Cardiology; Internal medicine; Surgery; Gynecology; Pediatrics","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":[0.00004367935,0.00008138695,0.0001742167,0.00006879809,0.00002541057,0.000003131055,0.00005082584,0.00005335597,0.0001703644],"category_scores_gemma":[0.000006312851,0.00008425221,0.000239726,0.000138326,0.00002480619,0.00008163005,0.00003483247,0.00005191996,0.00002479959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005317968,"about_ca_system_score_gemma":0.000006856334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000654896,"about_ca_topic_score_gemma":2.122133e-7,"domain_scores_codex":[0.999257,0.00001837967,0.0001961536,0.0001770057,0.000227892,0.0001236143],"domain_scores_gemma":[0.9994249,0.000003366435,0.00005800088,0.0004135429,0.0000592301,0.00004097759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001046421,0.000251295,0.932202,0.002906361,0.001615326,0.0007519145,0.002684936,0.0001141939,0.00221092,0.002989768,0.00001085739,0.05415778],"study_design_scores_gemma":[0.001097904,0.00001519293,0.9921614,0.001719199,0.0004201653,0.0001600419,0.0000993727,0.00002328417,0.003915465,0.0002795561,0.00002136149,0.00008706928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523152,0.002395349,0.0006904401,0.000008461913,0.0001420263,0.0004448563,0.000001402631,0.00005973778,0.04394259],"genre_scores_gemma":[0.9966986,0.0001090044,0.00286875,0.000003271217,0.00002993291,0.00002095421,0.000009906197,0.000018045,0.0002415372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05995939,"threshold_uncertainty_score":0.3435705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02897736001218935,"score_gpt":0.2484712990225036,"score_spread":0.2194939390103142,"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."}}