{"id":"W7111040008","doi":"10.1371/journal.pone.0323643.t003","title":"Risk of bias assessment (Newcastle-Ottawa Quality assessment Scale Criteria).","year":2025,"lang":"","type":"dataset","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk assessment; Quality assessment; Scale (ratio); Quality (philosophy); Impact assessment; Data quality","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":[0.03195946,0.002160824,0.005934522,0.00702577,0.0009353502,0.003717014,0.004598059,0.003505134,0.2419316],"category_scores_gemma":[0.1977753,0.001432869,0.01135271,0.008797335,0.00110545,0.002331475,0.003077078,0.003043393,0.02117592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003524743,"about_ca_system_score_gemma":0.007822363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01440758,"about_ca_topic_score_gemma":0.02854267,"domain_scores_codex":[0.9687735,0.01050256,0.01261245,0.003463952,0.00386595,0.0007816267],"domain_scores_gemma":[0.8261299,0.1159452,0.02454701,0.01328608,0.0187088,0.001382973],"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":[0.001960216,0.00005213944,0.003752109,0.1451464,0.005504862,0.00004654316,0.0001943889,0.001178049,0.000189352,0.003036712,0.8140545,0.02488471],"study_design_scores_gemma":[0.02716617,0.0005360856,0.03530297,0.1421293,0.0163413,0.0003332567,0.0002563443,0.004346229,0.0007109336,0.02378416,0.7485759,0.0005173213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002889941,0.001225587,0.001508689,0.0003859876,0.000106206,0.002184073,0.9926029,0.000384531,0.001313115],"genre_scores_gemma":[0.01874142,0.002956537,0.02603863,0.002081923,0.0002518106,0.09869913,0.8422929,0.001621075,0.007316599],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9680405,"threshold_uncertainty_score":0.809342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1631550115209147,"score_gpt":0.4497103793365606,"score_spread":0.2865553678156458,"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."}}