{"id":"W3127496626","doi":"10.1002/cl2.1134","title":"The methodological and reporting characteristics of Campbell reviews: A systematic review","year":2021,"lang":"en","type":"review","venue":"Campbell Systematic Reviews","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; University of Ottawa; St. Michael's Hospital; Bruyère; McMaster University; Impact; Ottawa Hospital","funders":"","keywords":"Psychological intervention; Systematic review; Transparency (behavior); Intervention (counseling); Psychology; MEDLINE; Medicine; Medical education; Political science; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","sts","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow"],"category_scores_codex":[0.2285517,0.001304992,0.04052981,0.0002225592,0.00142249,0.00008859138,0.001611377,0.0006543039,0.0002093705],"category_scores_gemma":[0.5281713,0.000603075,0.002295774,0.001931427,0.0003026671,0.0001532506,0.0007458145,0.001799843,0.001057734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005800424,"about_ca_system_score_gemma":0.001879386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002329097,"about_ca_topic_score_gemma":0.00001494324,"domain_scores_codex":[0.7999091,0.1389032,0.05710053,0.001329215,0.001266152,0.001491917],"domain_scores_gemma":[0.7721303,0.08092985,0.1394875,0.0054339,0.001241083,0.0007773409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[3.596523e-7,0.000009647089,0.000002712372,0.9725267,0.0001169159,0.00001082255,0.0006180229,7.430287e-10,1.427092e-7,0.000382358,0.008470124,0.01786224],"study_design_scores_gemma":[0.00004220972,0.00001730736,3.047038e-7,0.5147845,0.003414986,0.000148853,0.0001845376,7.359756e-7,1.474134e-8,0.000007865927,0.4811487,0.0002499523],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.577551e-7,0.8957791,0.0005834273,0.0002623185,0.0009984978,0.1017775,0.00005968732,0.00004851112,0.0004907333],"genre_scores_gemma":[1.098768e-7,0.9517639,0.001617386,0.003514901,0.0002726202,0.03966688,0.00005240226,0.00009807973,0.003013776],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4726786,"threshold_uncertainty_score":0.9999701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9415851182654967,"score_gpt":0.7539832760965817,"score_spread":0.1876018421689151,"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."}}