{"id":"W2533208559","doi":"10.1186/s13643-016-0351-0","title":"Comparison of registered and published intervention fidelity assessment in cluster randomised trials of public health interventions in low- and middle-income countries: systematic review protocol","year":2016,"lang":"en","type":"article","venue":"Systematic Reviews","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Protocol (science); Psychological intervention; Low and middle income countries; Fidelity; Intervention (counseling); Public health; Cluster (spacecraft); Public health interventions; Alternative medicine; Cluster randomised controlled trial; Randomized controlled trial; Family medicine; Developing country; Nursing; Surgery; Pathology; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.250135,0.0003203286,0.008721785,0.000642085,0.0001298377,0.00004191274,0.0004143345,0.0001273478,0.0002587324],"category_scores_gemma":[0.1060753,0.0001715397,0.0004174664,0.0007963799,0.0001455425,0.0006649143,0.000197008,0.0002921893,0.00001708683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007340272,"about_ca_system_score_gemma":0.000740275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002964449,"about_ca_topic_score_gemma":0.001435122,"domain_scores_codex":[0.830293,0.1153427,0.05126952,0.000837393,0.001240715,0.001016616],"domain_scores_gemma":[0.9579782,0.01460889,0.02525267,0.001219745,0.0006188884,0.0003215488],"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":[0.0000396128,0.00009369975,0.009083435,0.9869378,0.00002807781,1.695508e-7,0.003039696,3.225854e-8,0.00000232549,0.000383425,0.0003292056,0.00006247758],"study_design_scores_gemma":[0.01319641,0.000163954,0.003491313,0.9809551,0.00007977033,0.00000252953,0.001531541,0.00008048285,0.000001119383,0.0001050052,0.0002617626,0.0001310221],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004790875,0.009831551,0.01139949,0.01557077,0.0002611483,0.9578651,0.0001038754,0.00002922565,0.0001479324],"genre_scores_gemma":[0.1931491,0.003053131,0.001370783,0.002001815,0.00003045959,0.8000293,0.00001163405,0.00003386987,0.0003198021],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1883583,"threshold_uncertainty_score":0.9014546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7028393821996787,"score_gpt":0.6894230853328311,"score_spread":0.01341629686684753,"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."}}