{"id":"W2021791057","doi":"10.1053/j.pcsu.2010.01.007","title":"The Congenital Heart Surgeons Society Datacenter: Unique Attributes as a Research Organization","year":2010,"lang":"en","type":"article","venue":"Seminars in Thoracic and Cardiovascular Surgery Pediatric Cardiac Surgery Annual","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; SickKids Foundation; University of Toronto","funders":"","keywords":"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01852839,0.0004478643,0.001049088,0.005165832,0.002088765,0.005289559,0.001661845,0.00113094,0.01500358],"category_scores_gemma":[0.03779292,0.0004713044,0.0004042117,0.0141079,0.0007854264,0.00350767,0.004554966,0.001595452,0.005584078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003461995,"about_ca_system_score_gemma":0.01484314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01506835,"about_ca_topic_score_gemma":0.02211331,"domain_scores_codex":[0.9732897,0.01179909,0.003996184,0.002373418,0.005786997,0.002754683],"domain_scores_gemma":[0.892572,0.01818193,0.0170381,0.01669791,0.0285248,0.0269853],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002439543,0.0007100819,0.68367,0.0002052369,0.0002204322,0.0001523111,0.0006175156,0.0003988718,0.001040592,0.007996738,0.2441377,0.058411],"study_design_scores_gemma":[0.00110565,0.0006491749,0.5581725,0.0004371197,0.0003853109,0.0009868577,0.003956512,0.001443426,0.003194207,0.003649484,0.4259053,0.0001144059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3627917,0.005556847,0.01089682,0.05622173,0.003549285,0.00198787,0.4022582,0.001173867,0.1555638],"genre_scores_gemma":[0.6792031,0.002502488,0.02268203,0.0136591,0.004269385,0.003402499,0.249261,0.001311627,0.02370876],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9814716,"threshold_uncertainty_score":0.09798867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02108356550025314,"score_gpt":0.3042493817109566,"score_spread":0.2831658162107035,"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."}}