{"id":"W6923295336","doi":"10.1371/journal.pone.0273396.s004","title":"Newcastle-Ottawa Scale for cohort studies [25].","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Cohort; Orange (colour); Cohort study","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003477321,0.00005189921,0.00009794662,0.00004476541,0.001079268,0.00003001431,0.0002738146,0.00003263835,0.07482671],"category_scores_gemma":[0.003812018,0.00005204541,0.00005300315,0.0002401987,0.0000260335,0.00006220985,0.0001374019,0.00008859249,0.00009502962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001009705,"about_ca_system_score_gemma":0.0001238979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004759464,"about_ca_topic_score_gemma":0.0001850394,"domain_scores_codex":[0.9992899,0.00009157383,0.00009300926,0.0001532555,0.000188976,0.0001832668],"domain_scores_gemma":[0.9992199,0.0004270568,0.00006206596,0.000132935,0.0001278139,0.00003025885],"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":[8.787429e-7,0.00001690122,0.001053511,0.00001758226,0.00001464835,4.292461e-7,0.002836588,0.00000304824,0.000004174216,0.00214934,0.9842337,0.009669216],"study_design_scores_gemma":[0.00004885296,0.00002466034,0.000847848,0.00002083075,0.000005419364,3.245189e-7,0.03241749,0.000003689599,0.00006978618,0.003421427,0.9630685,0.0000711316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0388066,0.0150232,0.00006624775,0.07346821,0.004865272,0.007253995,0.5718646,0.003640327,0.2850116],"genre_scores_gemma":[0.6637467,0.0003538484,0.07039468,0.005992333,0.003603507,0.044481,0.06669533,0.000162326,0.1445703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6249401,"threshold_uncertainty_score":0.926019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2646952329378519,"score_gpt":0.4778690322018426,"score_spread":0.2131737992639907,"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."}}