{"id":"W4366748189","doi":"10.1016/j.xjon.2023.04.010","title":"A dynamic Norwood mortality estimation: Characterizing individual, updated, predicted mortality trajectories after the Norwood operation","year":2023,"lang":"en","type":"article","venue":"JTCVS Open","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Department of Surgery; Hospital for Sick Children","keywords":"Norwood procedure; Estimation; Medicine; Economics; Hypoplastic left heart syndrome; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001377795,0.0003918525,0.0002990721,0.0007578278,0.0001768488,0.0006419913,0.0006349125,0.0003384358,0.000865698],"category_scores_gemma":[0.004814249,0.0001777638,0.0004282699,0.0003870089,0.0001506366,0.0004921378,0.0007084862,0.0005338338,0.0001980795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004310597,"about_ca_system_score_gemma":0.000443111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005274835,"about_ca_topic_score_gemma":0.004698312,"domain_scores_codex":[0.9997489,0.00007863485,0.00001565237,0.00009260203,0.00003335654,0.00003088894],"domain_scores_gemma":[0.9985633,0.00067942,0.0003771633,0.0001452743,0.0001324718,0.0001023959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003747494,0.0001416597,0.745888,0.00005193152,0.0002183787,0.0001626381,0.0002608917,0.196212,0.001737831,0.00139646,0.001050801,0.05250467],"study_design_scores_gemma":[0.00001121238,0.0001666808,0.122171,0.00002332741,0.00003597219,0.000129385,0.0001266989,0.8745467,0.0007653091,0.001381657,0.0006218511,0.00002019351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420988,0.0001427905,0.05531389,0.0002070062,0.00001007184,0.00003987529,0.00116312,0.0001337125,0.0008906835],"genre_scores_gemma":[0.9891729,0.00005670328,0.009129596,0.00001624808,0.000006450911,0.00002883391,0.001217441,0.000008995973,0.0003628295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005274835,"threshold_uncertainty_score":0.01048827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04706804791904416,"score_gpt":0.3566841699826542,"score_spread":0.30961612206361,"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."}}