{"id":"W6923174597","doi":"10.1371/journal.pone.0271795.s007","title":"Risk of bias assessment for cohort studies using newcastle-ottawa quality assessment.","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Cohort study; Cohort; Risk assessment; Quality assessment; Epidemiology","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","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3336892,0.001838763,0.009010209,0.009836671,0.001606155,0.004486572,0.005808075,0.003148208,0.01062409],"category_scores_gemma":[0.6460844,0.001380891,0.03181666,0.008633156,0.002622612,0.003088985,0.004873544,0.004378073,0.0005992365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004962977,"about_ca_system_score_gemma":0.007564247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0128199,"about_ca_topic_score_gemma":0.01463471,"domain_scores_codex":[0.5876361,0.2103365,0.1455036,0.02015539,0.03466934,0.001699117],"domain_scores_gemma":[0.2222955,0.6066169,0.08788218,0.04724568,0.03402084,0.001938886],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"observational","study_design_scores_codex":[0.0187341,0.0002184967,0.1546233,0.2800583,0.3181656,0.0003957963,0.003012928,0.008360741,0.001341164,0.01603207,0.03446316,0.1645944],"study_design_scores_gemma":[0.01867564,0.004870869,0.2818578,0.09663084,0.3449273,0.001968893,0.002310189,0.0453108,0.005180456,0.06608018,0.1302305,0.001956468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04344404,0.2606609,0.5340444,0.004972624,0.004945425,0.0639504,0.07670356,0.003037488,0.00824115],"genre_scores_gemma":[0.4889786,0.01362699,0.3674568,0.002354452,0.000766314,0.104583,0.01857891,0.0007123146,0.002942688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9909898,"threshold_uncertainty_score":0.8216798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4715793545601937,"score_gpt":0.5360280008237645,"score_spread":0.06444864626357077,"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."}}