{"id":"W4376472251","doi":"10.1007/978-3-030-42937-9_28-1","title":"Fetal Cardiac Intervention","year":2023,"lang":"en","type":"book-chapter","venue":"Pediatric Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Hypoplastic left heart syndrome; Pulmonary atresia; Aortic valvuloplasty; Cardiology; Internal medicine; Stenosis; Percutaneous; Fetus; Heart disease; Surgery; Aortic valve stenosis; Pregnancy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001988201,0.0003667967,0.001272949,0.0004029714,0.00006530331,0.000007063469,0.00007739975,0.0004642215,0.0002189732],"category_scores_gemma":[0.000130315,0.0003608557,0.00154813,0.00007202738,0.0001178259,0.00002147932,0.0002841193,0.0004950125,0.003901443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001369575,"about_ca_system_score_gemma":0.000126312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001468549,"about_ca_topic_score_gemma":0.000006146616,"domain_scores_codex":[0.9983399,0.00003610121,0.0004316766,0.0005542146,0.0002880886,0.0003500001],"domain_scores_gemma":[0.9989074,0.0001623361,0.00009806906,0.0004615134,0.0001915652,0.0001791025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001068279,0.00008620389,0.09527914,0.003463513,0.01434767,0.007768249,0.0002081801,0.000003413512,0.00001968906,0.01308908,0.6356539,0.2290127],"study_design_scores_gemma":[0.003172438,0.001435891,0.1151841,0.0001986151,0.02704688,0.0006275314,0.0001054032,0.00001739397,0.000002245642,0.01207023,0.8383198,0.001819504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003583269,0.02188846,0.00002178346,0.0002587474,0.005435536,0.0009835921,0.0005887368,0.0005490834,0.9666908],"genre_scores_gemma":[0.03844655,0.009685368,0.00002386999,0.00005772747,0.01133493,0.00008735189,0.0004997471,0.0001716537,0.9396928],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2271932,"threshold_uncertainty_score":0.9998844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02412935047022592,"score_gpt":0.2783910320551377,"score_spread":0.2542616815849117,"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."}}