{"id":"W6923542136","doi":"10.1371/journal.pone.0306576.s003","title":"PRISMA checklist.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Congenital heart defects research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Systematic review; Biomarker; Population; Mechanism (biology); microRNA; MEDLINE","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.04599526,0.003170176,0.007432438,0.01477616,0.003001499,0.00818676,0.006803954,0.005235282,0.5263209],"category_scores_gemma":[0.1728929,0.004345073,0.01074152,0.01371792,0.00226748,0.005371016,0.005800318,0.00679757,0.05129227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009408353,"about_ca_system_score_gemma":0.04991543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01079868,"about_ca_topic_score_gemma":0.01828755,"domain_scores_codex":[0.9655554,0.01544904,0.0117291,0.003290103,0.002947969,0.001028284],"domain_scores_gemma":[0.8637015,0.08646031,0.0112124,0.01062839,0.02598206,0.002015377],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001568677,0.0002012926,0.000578085,0.3966401,0.001213841,0.0001762231,0.001046751,0.001057237,0.0001673573,0.01342017,0.5426634,0.04126688],"study_design_scores_gemma":[0.01416974,0.0003620457,0.00341596,0.2149147,0.002052396,0.0002691374,0.002541372,0.001502597,0.0004071684,0.04334306,0.7166377,0.0003842586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.000855473,0.003994549,0.009730542,0.009151491,0.003385905,0.2573942,0.6962115,0.00277742,0.01649889],"genre_scores_gemma":[0.001894315,0.001940591,0.03258668,0.00227564,0.0001839658,0.9234324,0.03062869,0.0004368188,0.006620894],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9540048,"threshold_uncertainty_score":0.6756457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02284683186492777,"score_gpt":0.3110037875818575,"score_spread":0.2881569557169297,"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."}}