{"id":"W3189147722","doi":"10.1002/ccd.29855","title":"New TAVR item added to cart for large scale clinical testing","year":2021,"lang":"en","type":"letter","venue":"Catheterization and Cardiovascular Interventions","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Cart; Valve replacement; Clinical trial; Leak; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0003258206,0.0003167617,0.001021707,0.0001616622,0.0001572021,0.0001240315,0.00008301913,0.0003989852,0.0001401373],"category_scores_gemma":[0.0004955645,0.0003133751,0.01492744,0.000260421,0.0000223626,0.0000509381,0.0001183581,0.0003374367,0.00003066708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000608367,"about_ca_system_score_gemma":0.0001522964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002464961,"about_ca_topic_score_gemma":0.000003300128,"domain_scores_codex":[0.9977632,0.0001737172,0.00062027,0.0007614052,0.0003385486,0.0003428368],"domain_scores_gemma":[0.9982486,0.0001080806,0.000109632,0.0007956619,0.0004199896,0.0003180079],"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":[0.00005684921,0.0004287406,0.02475613,0.002353599,0.02733589,0.0002333418,0.0001627252,0.00001065394,0.00002748043,0.00002982135,0.8738161,0.07078863],"study_design_scores_gemma":[0.003464786,0.0004394368,0.04076593,0.001955477,0.01706148,0.00009441232,0.0001167476,0.00005022462,0.00002172381,0.00002281766,0.9356024,0.0004046036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.04684742,0.06344736,0.7369645,0.1135742,0.009811177,0.01452801,0.008974718,0.0009538403,0.004898765],"genre_scores_gemma":[0.1281283,0.002526067,0.04708387,0.5962039,0.04683843,0.005030662,0.09844849,0.001543486,0.07419678],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6898807,"threshold_uncertainty_score":0.9999318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08449196427393509,"score_gpt":0.3940653772893156,"score_spread":0.3095734130153805,"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."}}