{"id":"W3092975793","doi":"10.1136/bmjgh-2020-003567","title":"Use of interrupted time series methods in the evaluation of health system quality improvement interventions: a methodological systematic review","year":2020,"lang":"en","type":"review","venue":"BMJ Global Health","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":238,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC; Pierre Elliott Trudeau Foundation","keywords":"Interrupted time series; Psychological intervention; Interrupted Time Series Analysis; Public health; Quality (philosophy); Series (stratigraphy); Medicine; Statistics; Nursing; Mathematics","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","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4006431,0.0006100322,0.01664178,0.0003587869,0.0001317652,0.00006088012,0.00101318,0.0003270125,0.00008601441],"category_scores_gemma":[0.04838878,0.0005010128,0.001678629,0.001344736,0.0001204564,0.0003268574,0.0002206901,0.0004670152,0.0001822745],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007210271,"about_ca_system_score_gemma":0.003275833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003405217,"about_ca_topic_score_gemma":0.0002096374,"domain_scores_codex":[0.8061765,0.1369553,0.05340835,0.001577361,0.0009460156,0.0009364495],"domain_scores_gemma":[0.9508131,0.006434124,0.04039719,0.001743279,0.0003746514,0.0002377104],"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":[0.00000714614,0.0001378716,0.000008670921,0.8950708,0.0002823246,3.448125e-7,0.0003327595,0.000004778331,3.338682e-9,0.02845148,0.002470449,0.07323337],"study_design_scores_gemma":[0.000447314,0.0007334574,0.0001287613,0.9422579,0.0006525284,0.00006183077,0.001430355,0.0007917328,2.126226e-8,0.001706405,0.05130041,0.0004892618],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002331281,0.9432602,0.01659229,0.01279661,0.0004436644,0.02453266,0.002203329,0.00004580881,0.000123122],"genre_scores_gemma":[0.00002260006,0.9648514,0.02635355,0.005015353,0.00007727803,0.003312135,0.0003076404,0.00003788518,0.00002218017],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3522543,"threshold_uncertainty_score":0.9997442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9181856822900282,"score_gpt":0.7045081630106803,"score_spread":0.2136775192793479,"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."}}