{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01132825,0.0001276668,0.0001544961,0.00007666134,0.0002372495,0.0008049204,0.0008551432,0.00004754161,0.3031248],"category_scores_gemma":[0.01126615,0.00006623574,0.0001432339,0.0007558608,0.00001280627,0.0002862185,0.0001812733,0.0001964272,0.02056182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009124476,"about_ca_system_score_gemma":0.0001244256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002560939,"about_ca_topic_score_gemma":0.0002765766,"domain_scores_codex":[0.9932215,0.001215617,0.0006375255,0.0005563275,0.004177013,0.0001920243],"domain_scores_gemma":[0.9963378,0.001875437,0.0001076589,0.0009318531,0.0006820831,0.00006514375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005114019,0.0001419541,0.002452094,0.00002043067,0.00002003287,0.000003748509,0.001653548,0.0002514402,0.00004638847,0.00002098235,0.8577337,0.1376506],"study_design_scores_gemma":[0.0003829386,0.0002125771,0.3101721,0.0004107692,0.00004915665,0.000004445281,0.004668165,0.01354529,0.0002229492,0.01536323,0.6546639,0.0003045262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6593714,0.007780004,0.0004502155,0.02763472,0.006659507,0.01753688,0.1296798,0.001026276,0.1498612],"genre_scores_gemma":[0.9965472,3.981966e-7,0.00001863115,0.0002400849,0.0002329895,0.0003738336,0.001365367,0.000007482345,0.001214008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3371758,"threshold_uncertainty_score":0.9970624,"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."}}