{"id":"W4391141098","doi":"10.1161/circinterventions.123.012834","title":"Catheterization for Congenital Heart Disease Adjustment for Risk Method II","year":2024,"lang":"en","type":"article","venue":"Circulation Cardiovascular Interventions","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Medicine; Heart disease; Cardiac catheterization; Cardiology; Disease; 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":[0.0295748,0.0008973082,0.0007834832,0.002498556,0.0006472841,0.001245831,0.001476624,0.0004922645,0.002703156],"category_scores_gemma":[0.08905416,0.0003245478,0.002292842,0.002690502,0.0005084642,0.0004815441,0.001289206,0.001747086,0.0005045749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340305,"about_ca_system_score_gemma":0.00370489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007473231,"about_ca_topic_score_gemma":0.003984567,"domain_scores_codex":[0.9721405,0.01430412,0.002719618,0.00418529,0.005752791,0.000897631],"domain_scores_gemma":[0.9311929,0.0292378,0.01954405,0.01258308,0.006350279,0.00109194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003827796,0.0000541718,0.9422233,0.00016046,0.001615215,0.00007842295,0.0001152537,0.002597679,0.0003483604,0.002446327,0.007921813,0.04205623],"study_design_scores_gemma":[0.0001693656,0.000808397,0.9115578,0.0003167675,0.001031908,0.001109968,0.000130254,0.05242466,0.002478351,0.007020884,0.02284018,0.0001113986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4904329,0.006628983,0.4539343,0.004516622,0.001605807,0.003354005,0.02232148,0.002733997,0.01447185],"genre_scores_gemma":[0.9129884,0.0003802601,0.07455049,0.0007023712,0.0002857131,0.001731912,0.007443748,0.0002615699,0.001655534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0295748,"threshold_uncertainty_score":0.1564084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04796327934334454,"score_gpt":0.3572407619008836,"score_spread":0.309277482557539,"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."}}