{"id":"W6977254152","doi":"10.6084/m9.figshare.c.5145677","title":"Outcomes after corrective surgery for congenital dextro-transposition of the arteries using the arterial switch technique: a scoping systematic review","year":2020,"lang":"en","type":"other","venue":"Figshare","topic":"Cybernetics and Technology in Society","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Certainty; Grading (engineering); Corrective surgery; Quality of evidence; Meta-analysis; Cardiac surgery; Pulmonary artery; Evidence-based 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":[0.009051589,0.001576518,0.009691039,0.009515795,0.0006964612,0.003176919,0.001963605,0.002318855,0.005293362],"category_scores_gemma":[0.04988816,0.001039246,0.009921391,0.009591629,0.0009288986,0.002153406,0.001496519,0.001435087,0.0003059889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003567003,"about_ca_system_score_gemma":0.008137396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009758943,"about_ca_topic_score_gemma":0.02048828,"domain_scores_codex":[0.9918355,0.002459841,0.003668738,0.0006579729,0.001138596,0.0002393404],"domain_scores_gemma":[0.9644188,0.02574059,0.006952219,0.0003739542,0.002276846,0.0002377102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00020279,0.00001121659,0.000694433,0.9690654,0.01378643,0.00006719884,0.0001378992,0.00007434873,0.0000647722,0.0001067319,0.0005701599,0.01521856],"study_design_scores_gemma":[0.0002076498,0.0001803941,0.003614654,0.8819523,0.1062191,0.0002641924,0.0002373331,0.00006837443,0.0001059449,0.0002314778,0.006885243,0.00003344947],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001664197,0.9967685,0.0001430136,0.0001832925,0.00009041865,0.0003079652,0.0005704262,0.00000743381,0.0002647635],"genre_scores_gemma":[0.02693065,0.9705377,0.0005325357,0.0005236923,0.0001024862,0.0007951997,0.000443923,0.000008291291,0.0001255584],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009758943,"threshold_uncertainty_score":0.04786998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04869586594086754,"score_gpt":0.2641864639195358,"score_spread":0.2154905979786682,"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."}}