{"id":"W6904555035","doi":"10.1371/journal.pone.0292021.s003","title":"Newcastle-Ottawa Scale quality assessment of the studies.","year":2023,"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":"Scale (ratio); Quality (philosophy); Quality assessment; Measure (data warehouse); 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003579808,0.0001051394,0.0002649137,0.00006682442,0.0001816082,0.00006795578,0.001057215,0.00004638313,0.05527373],"category_scores_gemma":[0.01453868,0.00005594021,0.0002129688,0.001240946,0.00003318399,0.0001140078,0.0005731835,0.0001310141,0.002296046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000629666,"about_ca_system_score_gemma":0.0001099024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009139803,"about_ca_topic_score_gemma":0.00008262871,"domain_scores_codex":[0.9957891,0.0004452402,0.0007100377,0.0003476042,0.002497436,0.0002105479],"domain_scores_gemma":[0.9962215,0.001681215,0.0003384506,0.001002555,0.0007023512,0.00005390329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000001479022,0.00003974773,0.01567335,0.00005338784,0.00001810703,6.316529e-7,0.0002580961,0.0003463434,0.000205487,0.00006713079,0.9774169,0.005919356],"study_design_scores_gemma":[0.0002047419,0.00003440825,0.7160323,0.0004183686,0.000005800208,3.489394e-7,0.001743671,0.0004699232,0.001048522,0.005446281,0.2744762,0.0001193815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5542492,0.001138569,0.0000318254,0.02708262,0.003970204,0.003875947,0.291196,0.0004839739,0.1179716],"genre_scores_gemma":[0.993552,0.000006471681,0.0001224852,0.000398869,0.0001046241,0.0001366536,0.0009805961,0.000008427754,0.00468991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7029407,"threshold_uncertainty_score":0.9984808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7077092964839,"score_gpt":0.5473400207967551,"score_spread":0.1603692756871449,"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."}}