{"id":"W6923380021","doi":"10.1371/journal.pone.0264340.s009","title":"Quality assessment of the included studies utilizing the Newcastle-Ottawa Scale (NOS).","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality assessment; Scale (ratio); Cohort; Quality (philosophy); Cohort study; Data collection","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":[],"consensus_categories":[],"category_scores_codex":[0.09126838,0.001702724,0.008619003,0.02451469,0.001944123,0.004444532,0.003983394,0.001860027,0.04680394],"category_scores_gemma":[0.364091,0.00135043,0.01375961,0.01921022,0.002074529,0.005689925,0.002819961,0.003039471,0.001829709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005966756,"about_ca_system_score_gemma":0.01225423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0137025,"about_ca_topic_score_gemma":0.03200358,"domain_scores_codex":[0.8641413,0.0215902,0.09525491,0.007100292,0.01049566,0.001417635],"domain_scores_gemma":[0.5369092,0.3313025,0.06192718,0.01737506,0.05054351,0.001942607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003278469,0.00009859787,0.0344423,0.7361367,0.02697309,0.0002397721,0.001912559,0.00102337,0.0006510309,0.002704455,0.13581,0.05672969],"study_design_scores_gemma":[0.009378276,0.0007211681,0.1985049,0.4287205,0.08094672,0.0007094456,0.003450835,0.002723616,0.002361148,0.01351335,0.2581432,0.0008267716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.014235,0.104899,0.0178556,0.005626327,0.002763596,0.0554482,0.7897645,0.001208762,0.008199048],"genre_scores_gemma":[0.2745102,0.05276057,0.08515314,0.005777089,0.001863698,0.384835,0.1845368,0.001439004,0.00912459],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09126838,"threshold_uncertainty_score":0.4826791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4405691175948274,"score_gpt":0.5418911533840675,"score_spread":0.1013220357892401,"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."}}