{"id":"W6923410916","doi":"10.1371/journal.pone.0293902.s002","title":"Newcastle-Ottawa Quality Assessment Scale for cross sectional studies used in the systematic review and meta-analysis 2022.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Scale (ratio); Quality assessment; Quality (philosophy); Systematic review","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"],"consensus_categories":[],"category_scores_codex":[0.1851817,0.001668962,0.009058571,0.01216038,0.002636235,0.00479888,0.005421966,0.003168242,0.01666798],"category_scores_gemma":[0.4558958,0.002613609,0.02116595,0.01215302,0.00331897,0.005030786,0.005572828,0.008744578,0.003641242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01108614,"about_ca_system_score_gemma":0.02611221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02203603,"about_ca_topic_score_gemma":0.04793265,"domain_scores_codex":[0.7172315,0.1126699,0.1213169,0.007633953,0.03944646,0.001701235],"domain_scores_gemma":[0.4175574,0.3351823,0.08567402,0.03110307,0.1263599,0.004123413],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005871694,0.0004272518,0.04408511,0.3073694,0.0530916,0.0002486588,0.003057305,0.00259914,0.001188618,0.01411332,0.3755325,0.1924154],"study_design_scores_gemma":[0.01365233,0.002011221,0.2432793,0.1210028,0.05143716,0.0009811292,0.001938146,0.007433443,0.002388416,0.0306851,0.5229957,0.002195148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.01588709,0.2583064,0.1727022,0.02634125,0.008589463,0.1421123,0.3346007,0.004005722,0.03745488],"genre_scores_gemma":[0.1027756,0.04687102,0.4055562,0.00649812,0.001066443,0.3359062,0.09231552,0.001326077,0.007684708],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8148183,"threshold_uncertainty_score":0.9793459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9502638492990835,"score_gpt":0.6676527313907166,"score_spread":0.2826111179083669,"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."}}