{"id":"W6923394741","doi":"10.1371/journal.pone.0269778.s004","title":"Assessment of quality for included non-controlled intervention studies based on Newcastle-Ottawa Scale.","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Public Administration and Political Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Intervention (counseling); Quality assessment; Quality of life (healthcare); MEDLINE","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":["metaresearch"],"category_scores_codex":[0.272211,0.002089464,0.01187559,0.01767318,0.003125218,0.006156883,0.004398469,0.003084416,0.008165666],"category_scores_gemma":[0.5039915,0.001722303,0.01939743,0.01404533,0.004591668,0.005467135,0.005558168,0.004134879,0.0005175995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00875959,"about_ca_system_score_gemma":0.01048412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0142191,"about_ca_topic_score_gemma":0.0218477,"domain_scores_codex":[0.6179923,0.08210674,0.2400866,0.01416475,0.04292617,0.002723378],"domain_scores_gemma":[0.3457528,0.4140952,0.1250668,0.03650919,0.07401651,0.004559562],"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":[0.01502357,0.0003262097,0.1528294,0.5803304,0.1169977,0.0005861061,0.008736816,0.002830816,0.00285307,0.006638473,0.02113762,0.09170992],"study_design_scores_gemma":[0.0118312,0.003594472,0.4423702,0.224417,0.1259069,0.001448907,0.006091489,0.01544177,0.006557057,0.02846648,0.1322204,0.001654122],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"dataset","genre_scores_codex":[0.1620232,0.374689,0.1105527,0.01333721,0.006258062,0.1575563,0.1428308,0.002138006,0.03061486],"genre_scores_gemma":[0.7268914,0.01655575,0.09114607,0.003067583,0.0006282851,0.1399908,0.01814973,0.0004326442,0.003137796],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.727789,"threshold_uncertainty_score":0.8974934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1618296305906742,"score_gpt":0.4988379017249159,"score_spread":0.3370082711342417,"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."}}