{"id":"W2096305343","doi":"10.1136/heartjnl-2014-306497","title":"Is a planned caesarean section in women with cardiac disease beneficial?","year":2014,"lang":"en","type":"article","venue":"Heart","topic":"Cardiovascular Issues in Pregnancy","field":"Medicine","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Caesarean section; Vaginal delivery; Obstetrics; Pregnancy; Population; Heart disease; Gestational age; Apgar score; Gestational diabetes; Gestation; Internal medicine","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":[0.001461729,0.0001535621,0.0004241095,0.0003388984,0.0003074589,0.0004470271,0.0004373707,0.0009280103,0.00426555],"category_scores_gemma":[0.0204565,0.0001438877,0.0003979497,0.0004883999,0.000586511,0.0004793537,0.0002557415,0.0008842111,0.0003387601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003349731,"about_ca_system_score_gemma":0.0009062414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001912299,"about_ca_topic_score_gemma":0.002926189,"domain_scores_codex":[0.9994036,0.0002358034,0.0000552042,0.00007589447,0.0001121414,0.0001174664],"domain_scores_gemma":[0.9934853,0.00312079,0.002149747,0.0001917796,0.000250445,0.0008019354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005280983,0.0002568719,0.8825327,0.00087316,0.0004398755,0.002221354,0.0004112632,0.0002626146,0.000689447,0.0006430864,0.003708209,0.1026805],"study_design_scores_gemma":[0.000638732,0.002416157,0.9729332,0.002560966,0.0005753083,0.01165198,0.002359743,0.0004110014,0.0004126065,0.002216968,0.003780708,0.00004261282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9340371,0.039969,0.0003140525,0.01809164,0.001160288,0.00002647167,0.0003439923,0.00001335066,0.006044101],"genre_scores_gemma":[0.9764582,0.02021148,0.0003564424,0.00146573,0.001037362,0.00001716101,0.0002075759,0.000006246431,0.0002398361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00426555,"threshold_uncertainty_score":0.01426965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008693583839351334,"score_gpt":0.2450975267870709,"score_spread":0.2364039429477196,"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."}}