{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005850671,0.0006065036,0.0008685473,0.0009968702,0.001276945,0.0008638239,0.0004174065,0.001970263,0.0006539189],"category_scores_gemma":[0.005000699,0.000244681,0.0004265314,0.0003389193,0.0005684255,0.0005297599,0.0006870218,0.00214786,0.0001867334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003838365,"about_ca_system_score_gemma":0.0008482537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004361672,"about_ca_topic_score_gemma":0.0008541218,"domain_scores_codex":[0.9995295,0.0001424162,0.00007088941,0.00003602814,0.000102403,0.0001188944],"domain_scores_gemma":[0.9988951,0.0003914587,0.0001826547,0.00002858131,0.00003904468,0.0004632152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001351711,0.0007315108,0.1730352,0.0006863419,0.0001938808,0.583532,0.00142765,0.001828429,0.008667995,0.00226547,0.01174106,0.2145388],"study_design_scores_gemma":[0.0002594754,0.002826909,0.1246949,0.001026916,0.0001209454,0.8498609,0.001925331,0.00250734,0.002732754,0.003994309,0.009983085,0.00006717914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.843069,0.06391081,0.007545133,0.04736888,0.002517615,0.0001869809,0.0001389777,0.0001825654,0.03508012],"genre_scores_gemma":[0.9786091,0.01273924,0.001843631,0.002353626,0.003452655,0.000054846,0.00007558103,0.00001662017,0.000854759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001970263,"threshold_uncertainty_score":0.003094137,"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."}}