{"id":"W6885476515","doi":"10.1371/journal.pmed.1003703.s003","title":"Quality assessment tool used in review for observational studies (adapted from Newcastle–Ottawa Scale).","year":2021,"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":"Observational study; Quality assessment; Quality (philosophy); Risk assessment; Quality assurance","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":[0.1148453,0.001502695,0.006507037,0.01933778,0.001710843,0.003697257,0.003049999,0.001357286,0.01376528],"category_scores_gemma":[0.3151608,0.001338542,0.01469471,0.02177821,0.001950588,0.004375613,0.003923425,0.002703321,0.001252643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004927647,"about_ca_system_score_gemma":0.011326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007557159,"about_ca_topic_score_gemma":0.01369482,"domain_scores_codex":[0.7986475,0.06567477,0.1100775,0.006553086,0.01794233,0.001104861],"domain_scores_gemma":[0.6071998,0.2592626,0.06100999,0.01627943,0.054475,0.001773284],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004151148,0.0002505117,0.06191231,0.4441741,0.03866916,0.0004218001,0.005488254,0.002804087,0.001551205,0.01037756,0.152262,0.2779379],"study_design_scores_gemma":[0.007262166,0.001763007,0.2965724,0.1918133,0.04535243,0.002695325,0.004971091,0.006247221,0.00390354,0.03358842,0.4042525,0.001578477],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.04317876,0.1610079,0.1937525,0.006944139,0.003689964,0.1443065,0.4235143,0.004615425,0.01899067],"genre_scores_gemma":[0.2381463,0.02472878,0.3685716,0.002222227,0.000496613,0.2920811,0.06967106,0.000954066,0.003128217],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8851547,"threshold_uncertainty_score":0.6073674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8039214516836924,"score_gpt":0.5491709356804731,"score_spread":0.2547505160032193,"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."}}