{"id":"W6961256053","doi":"10.1371/journal.pone.0315590.s009","title":"Study quality evaluation via the Newcastle-Ottawa scale.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Data collection; Quality assurance; Data quality; Quality assessment","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":[0.1728903,0.0005160049,0.002945318,0.008649112,0.001280068,0.002329798,0.002102938,0.0007385939,0.00535828],"category_scores_gemma":[0.3252318,0.0005091436,0.005778427,0.006850373,0.001734808,0.002572781,0.003207183,0.001762174,0.000607411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004099186,"about_ca_system_score_gemma":0.01087676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008130259,"about_ca_topic_score_gemma":0.02068925,"domain_scores_codex":[0.7971914,0.1005533,0.0605286,0.005640084,0.03477925,0.001307442],"domain_scores_gemma":[0.5666825,0.2610685,0.05333998,0.03070313,0.08380148,0.004404482],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006235226,0.0006424909,0.4856356,0.04419502,0.01668585,0.0002338845,0.01220833,0.004404577,0.001820133,0.01166225,0.06878232,0.3474943],"study_design_scores_gemma":[0.00180722,0.003699974,0.8382401,0.0144191,0.007874037,0.0007364731,0.005309891,0.009917633,0.003329779,0.0121071,0.1018797,0.0006789339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.353193,0.0625799,0.3407364,0.006038976,0.001858085,0.0873372,0.07734896,0.002045048,0.0688625],"genre_scores_gemma":[0.7846043,0.006769247,0.1352473,0.0007866878,0.0001865359,0.0517526,0.01620645,0.0002712298,0.004175622],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8271097,"threshold_uncertainty_score":0.9143422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.605830071897582,"score_gpt":0.5189129255716202,"score_spread":0.08691714632596181,"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."}}