{"id":"W2417187353","doi":"10.1016/j.jcin.2016.04.006","title":"Transseptal Instead of Transapical Valve Implantation","year":2016,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Computer science","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","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0002265146,0.000438125,0.001485909,0.0003557852,0.00006775688,0.00002512438,0.0001621599,0.000640249,0.0007019766],"category_scores_gemma":[0.00003442491,0.0003486592,0.07231433,0.0001842261,0.0001272776,0.0001031201,0.00002994564,0.0006465056,0.0001831591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001702655,"about_ca_system_score_gemma":0.0001350021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008430652,"about_ca_topic_score_gemma":0.000002905409,"domain_scores_codex":[0.9970165,0.0002356475,0.0007968742,0.0006057149,0.0009239049,0.0004213976],"domain_scores_gemma":[0.9982937,0.0000712337,0.0001708803,0.001049814,0.000271959,0.0001424321],"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":[0.0003734449,0.0009856159,0.004711859,0.01134826,0.3132063,0.001962186,0.0002526378,0.0000135591,0.0001002617,0.0001136449,0.5252532,0.1416791],"study_design_scores_gemma":[0.01155856,0.0008330885,0.07804166,0.007173631,0.1161587,0.0008615786,0.00008342346,0.000002193456,0.0003737174,0.0002569197,0.7837192,0.0009373662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1350958,0.2635096,0.1033124,0.3651232,0.01566493,0.01972516,0.03711485,0.001646441,0.05880766],"genre_scores_gemma":[0.9236396,0.00292942,0.0006551932,0.04370997,0.009701802,0.001037963,0.01164032,0.0005055444,0.006180204],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7885438,"threshold_uncertainty_score":0.9998965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03295132444542768,"score_gpt":0.3450769825675351,"score_spread":0.3121256581221074,"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."}}