{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003313401,0.0001735566,0.0006045894,0.00004681339,0.0001239758,0.0001472906,0.000508217,0.00006921602,0.1006179],"category_scores_gemma":[0.04195436,0.0001334739,0.0002320617,0.0006178439,0.00001179067,0.0003082826,0.0002096208,0.0001484147,0.0004956597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001787493,"about_ca_system_score_gemma":0.0003514671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001422156,"about_ca_topic_score_gemma":0.0007017571,"domain_scores_codex":[0.9951661,0.0005972229,0.00130261,0.0006842954,0.002009185,0.0002405392],"domain_scores_gemma":[0.9914044,0.005479679,0.0003680241,0.0007603861,0.001920006,0.00006746776],"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":[0.000009743901,0.0001884666,0.01989024,0.0005227632,0.00004676861,0.000006120789,0.0001269439,0.00007883022,0.0002652026,0.0001905471,0.9642708,0.01440359],"study_design_scores_gemma":[0.0006751426,0.00003305699,0.4441422,0.005681912,0.00001412912,3.847979e-7,0.0004929169,0.0003403542,0.000302062,0.01121889,0.5368452,0.0002537513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.09536294,0.07073015,0.0008474689,0.06891678,0.001725786,0.007492521,0.748122,0.0002085383,0.006593802],"genre_scores_gemma":[0.3451928,0.002944531,0.0911212,0.05798,0.002114798,0.01261059,0.4761141,0.0001462052,0.01177578],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4274256,"threshold_uncertainty_score":0.9661157,"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."}}