{"id":"W2604629196","doi":"10.1136/bmjopen-2016-013318","title":"Standards for Reporting Implementation Studies (StaRI): explanation and elaboration document","year":2017,"lang":"en","type":"article","venue":"BMJ Open","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":368,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"Chief Scientist Office; Asthma and Lung UK; Health Services and Delivery Research Programme; National Institute for Health and Care Research; Queen Mary University of London","keywords":"Medicine; Elaboration; Humanities","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","sts"],"consensus_categories":[],"category_scores_codex":[0.02042413,0.00009681776,0.0002526835,0.00006689927,0.00408062,0.000249234,0.0002824184,0.00004578074,0.0001570827],"category_scores_gemma":[0.01405871,0.00008581733,0.0000156198,0.0000613615,0.00005327238,0.001527469,0.0004380783,0.00009062758,0.00001038186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004581414,"about_ca_system_score_gemma":0.001648355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001397567,"about_ca_topic_score_gemma":0.007560822,"domain_scores_codex":[0.9967921,0.0003374205,0.001737379,0.0002971283,0.0004630072,0.0003729406],"domain_scores_gemma":[0.9936064,0.0005851366,0.004263808,0.0004450613,0.0009947703,0.000104765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000522704,0.00002068847,0.3136604,0.002211131,0.0001323561,0.000006615471,0.12314,0.000006465751,0.001024149,0.0511292,0.3864535,0.1216927],"study_design_scores_gemma":[0.008484425,0.0004726783,0.3712349,0.0006541675,0.00006009926,0.000004092691,0.1536746,0.0002072004,0.001141309,0.02118675,0.4423801,0.0004997542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7506571,0.00004649083,0.01303549,0.1543352,0.002392751,0.0686406,0.0008927322,0.0001036078,0.009895946],"genre_scores_gemma":[0.9506183,0.00008151566,0.01803617,0.00918064,0.0005565633,0.01959829,0.0001101642,0.0000281961,0.001790161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1999611,"threshold_uncertainty_score":0.9972159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8903421027798561,"score_gpt":0.8383641541039621,"score_spread":0.051977948675894,"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."}}