{"id":"W2735599256","doi":"10.1016/j.jclinepi.2017.06.013","title":"AHRQ series on complex intervention systematic reviews—paper 3: adapting frameworks to develop protocols","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Agency for Healthcare Research and Quality","keywords":"Systematic review; Psychological intervention; Scope (computer science); Protocol (science); Computer science; Management science; Intervention (counseling); Risk analysis (engineering); Data science; Medicine; MEDLINE; Alternative medicine; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1891844,0.000207839,0.003793504,0.0001546282,0.001148011,0.00002445941,0.001144473,0.0006351658,0.0006837853],"category_scores_gemma":[0.8157477,0.0001345718,0.0004155888,0.0001735598,0.0002284009,0.000471105,0.0003085757,0.003099717,0.0009354956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001716317,"about_ca_system_score_gemma":0.0007587157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005239955,"about_ca_topic_score_gemma":0.0001520947,"domain_scores_codex":[0.9422337,0.03986691,0.01638724,0.0003384968,0.0003738482,0.0007997933],"domain_scores_gemma":[0.8477454,0.1202442,0.0280181,0.001197838,0.001774034,0.001020434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002225811,0.0003451028,0.4110059,0.04553138,0.0002296195,0.0000386711,0.0050529,0.00008226498,0.00005026583,0.04804048,0.4383576,0.04903998],"study_design_scores_gemma":[0.002040694,0.002131106,0.52393,0.04760282,0.00004067918,0.00003270695,0.0007834969,0.0001305063,0.000001278428,0.007911576,0.4151764,0.0002187825],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08298866,0.0001312366,0.1343492,0.6920691,0.01023431,0.07405626,0.00003222656,0.00008514731,0.006053857],"genre_scores_gemma":[0.2651593,0.0004215682,0.2001397,0.512633,0.00677337,0.01257917,0.000003685979,0.00007177619,0.002218468],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6265633,"threshold_uncertainty_score":0.9998424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9587330241719988,"score_gpt":0.8243697439714349,"score_spread":0.1343632802005639,"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."}}