{"id":"W2923548233","doi":"10.1016/j.jclinepi.2019.03.006","title":"Following Cochrane review protocols to completion 10 years later: a retrospective cohort study and author survey","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Queen's University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; MEDLINE; Protocol (science); Multivariate analysis; Systematic review; Cochrane Library; Cohort study; Meta-analysis; Family medicine; Alternative medicine; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07466234,0.002355288,0.006909909,0.01935952,0.003664683,0.005446875,0.003078841,0.004246492,0.05585885],"category_scores_gemma":[0.1933164,0.005588984,0.006801502,0.01263119,0.001959148,0.006853228,0.004310947,0.003671281,0.03307668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004068209,"about_ca_system_score_gemma":0.03667388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01097458,"about_ca_topic_score_gemma":0.02767295,"domain_scores_codex":[0.9096887,0.02162734,0.05327529,0.006817627,0.006637188,0.001953904],"domain_scores_gemma":[0.7225205,0.06928549,0.05165321,0.0546548,0.09599702,0.005888897],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.03047507,0.003041611,0.09453305,0.2255652,0.006186067,0.003299996,0.02044575,0.001929457,0.01168194,0.009382538,0.3616056,0.2318537],"study_design_scores_gemma":[0.01811206,0.004259221,0.196185,0.07644997,0.007837814,0.001726597,0.008845525,0.002111544,0.01226589,0.009915062,0.6602803,0.002011],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.04230347,0.01376392,0.02777815,0.002799318,0.001354772,0.7440308,0.1565085,0.001922097,0.009538967],"genre_scores_gemma":[0.02535975,0.003635594,0.03832413,0.002115049,0.0002426362,0.9057304,0.01384154,0.0003860231,0.01036483],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9253377,"threshold_uncertainty_score":0.3948569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8668252123045457,"score_gpt":0.696430463642595,"score_spread":0.1703947486619507,"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."}}