{"id":"W4312113815","doi":"10.1017/s1047951122003791","title":"Development of the Residual Lesion Score for congenital heart surgery: the RAND Delphi methodology","year":2022,"lang":"en","type":"article","venue":"Cardiology in the Young","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Residual; Lesion; Radiology; Surgery; Computer science; Algorithm","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":[0.1713563,0.001433805,0.000904118,0.007461738,0.001905142,0.002576041,0.002235526,0.001095325,0.004973668],"category_scores_gemma":[0.1387362,0.0008773563,0.002101281,0.003199101,0.002842568,0.002470717,0.007584635,0.002224268,0.00126475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004362212,"about_ca_system_score_gemma":0.01249596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002410694,"about_ca_topic_score_gemma":0.002623302,"domain_scores_codex":[0.8013056,0.1654366,0.01293784,0.003365343,0.0137797,0.003174883],"domain_scores_gemma":[0.9139618,0.04380803,0.005923482,0.006764823,0.02759908,0.00194291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001704711,0.001322863,0.1062495,0.005220392,0.0005321809,0.0008545218,0.151424,0.01324556,0.009937548,0.04376883,0.0279853,0.6377545],"study_design_scores_gemma":[0.002192501,0.009647661,0.3013016,0.009732991,0.0007155237,0.003643245,0.2372306,0.09549163,0.02662702,0.08842934,0.2230873,0.001900565],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4280921,0.001047072,0.3721496,0.00555544,0.0003764008,0.1439569,0.001990644,0.0005159829,0.0463158],"genre_scores_gemma":[0.3848517,0.0004101871,0.5009432,0.0005863366,0.00006598527,0.1107799,0.0006961575,0.00008955862,0.001577047],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1713563,"threshold_uncertainty_score":0.9062297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1728272432764829,"score_gpt":0.3552362764049924,"score_spread":0.1824090331285095,"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."}}