{"id":"W1995969428","doi":"10.1016/j.jclinepi.2011.12.012","title":"Decisions about lumping vs. splitting of the scope of systematic reviews of complex interventions are not well justified: A case study in systematic reviews of health care professional reminders","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Scope (computer science); Psychological intervention; Systematic review; Medicine; Health care; Meta-analysis; MEDLINE; Psychology; Nursing; Computer science; Economics; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5714306,0.001755068,0.00651323,0.007520586,0.004867891,0.00715071,0.004222096,0.01155162,0.004428754],"category_scores_gemma":[0.8328251,0.002480139,0.007811612,0.009254446,0.0072521,0.01804213,0.009548502,0.009647118,0.0003640379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007439255,"about_ca_system_score_gemma":0.01353095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004416141,"about_ca_topic_score_gemma":0.01170369,"domain_scores_codex":[0.3088821,0.5237902,0.1170514,0.01610119,0.03026105,0.003914012],"domain_scores_gemma":[0.05747498,0.869374,0.04336838,0.01703552,0.01012531,0.00262181],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.04109003,0.001687002,0.1157888,0.1018085,0.03464191,0.005311418,0.05686263,0.005314341,0.005887103,0.05129121,0.01693732,0.5633797],"study_design_scores_gemma":[0.02520848,0.01012444,0.1606234,0.2841044,0.1034778,0.01107508,0.04399751,0.04159201,0.01114105,0.2333729,0.07320723,0.002075762],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5829171,0.1209418,0.1034244,0.1563367,0.002975367,0.01518541,0.001334968,0.0003604112,0.01652391],"genre_scores_gemma":[0.8796093,0.005393892,0.09647395,0.01338248,0.0006757044,0.003902356,0.0001812447,0.0001346843,0.0002462745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4285694,"threshold_uncertainty_score":0.5285023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8963614236741357,"score_gpt":0.7043973155346066,"score_spread":0.1919641081395291,"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."}}