{"id":"W6885909516","doi":"10.1371/journal.pone.0278919.s006","title":"Quality assessment of cohort studies using Newcastle Ottawa scale (n = 10).","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quality assessment; Scale (ratio); Cohort; Cohort study; Quality (philosophy); Risk assessment","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":[0.2378064,0.0007537169,0.003352212,0.009422803,0.001287,0.002965663,0.002342143,0.001087121,0.00415758],"category_scores_gemma":[0.3829151,0.0008116226,0.01013017,0.009952394,0.00158101,0.002144041,0.002927909,0.001089457,0.0002576139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003498839,"about_ca_system_score_gemma":0.006175963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01608778,"about_ca_topic_score_gemma":0.02908621,"domain_scores_codex":[0.7704601,0.0917435,0.1009158,0.008054444,0.02714881,0.00167737],"domain_scores_gemma":[0.5214651,0.2855975,0.08812751,0.04081278,0.06070901,0.00328811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008830552,0.00017022,0.6797684,0.1125494,0.05401294,0.0001919666,0.004266683,0.001830078,0.001186847,0.002870573,0.02658384,0.1077385],"study_design_scores_gemma":[0.002214822,0.001401347,0.911304,0.01675389,0.01922032,0.0003769786,0.001796772,0.002143312,0.0010886,0.002260772,0.04116572,0.0002735376],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.4052482,0.2186347,0.09451678,0.005649676,0.00307646,0.0680175,0.177199,0.001186195,0.0264715],"genre_scores_gemma":[0.8591368,0.01056192,0.05911087,0.0009135241,0.0002050299,0.04567521,0.02219373,0.0001489591,0.002053962],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.2378064,"threshold_uncertainty_score":0.9399204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7243805264944845,"score_gpt":0.5947625363339858,"score_spread":0.1296179901604987,"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."}}