{"id":"W2552606352","doi":"","title":"Study Title: Optimal Management of Critical Left Ventricular Outflow Tract Obstruction: A Congenital Heart Surgeons' Society Study","year":2015,"lang":"en","type":"article","venue":"","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiac surgery; General surgery; Cardiothoracic surgery; Surgery; Gerontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001972547,0.0002146095,0.0004480571,0.0005342563,0.0003647785,0.000971504,0.0004799016,0.0009164839,0.007094034],"category_scores_gemma":[0.01110208,0.0001420708,0.0004363702,0.001107188,0.0003333089,0.000897716,0.0003685954,0.0007142774,0.0008341674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004649216,"about_ca_system_score_gemma":0.001066839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001496476,"about_ca_topic_score_gemma":0.002573051,"domain_scores_codex":[0.9990676,0.0003566573,0.0001374026,0.0001374508,0.0001829674,0.0001178992],"domain_scores_gemma":[0.9933673,0.002394734,0.002133181,0.0002567143,0.0006417573,0.001206363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00383033,0.0004649407,0.9601892,0.000397749,0.0004631471,0.0001253621,0.0001721533,0.0001380432,0.0001096755,0.0005857392,0.01840785,0.01511581],"study_design_scores_gemma":[0.001370941,0.0009729011,0.9878703,0.0003119907,0.0003808312,0.0003487658,0.0007530015,0.0003879704,0.00006087217,0.0005550676,0.006964624,0.00002283451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966983,0.008917843,0.0002678944,0.00730614,0.0006391021,0.0001776831,0.004151347,0.000008690935,0.01154841],"genre_scores_gemma":[0.9924726,0.002428228,0.0001481018,0.000804763,0.001349551,0.000106828,0.001705775,0.000007451839,0.0009766081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007094034,"threshold_uncertainty_score":0.02373189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04105935768153147,"score_gpt":0.3338650889339956,"score_spread":0.2928057312524641,"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."}}