{"id":"W1789084578","doi":"10.1186/s13012-015-0325-y","title":"Identifying the domains of context important to implementation science: a study protocol","year":2015,"lang":"en","type":"article","venue":"Implementation Science","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; McMaster University; Women's College Hospital; Ministry of Health and Long Term Care; Ottawa Hospital; Izaak Walton Killam Health Centre; Dalhousie University; University of Ottawa","funders":"Canadian Institutes of Health Research; University of Toronto; University College London; McGill University; Monash University; Institute of Health Services and Policy Research; University of Ottawa","keywords":"Context (archaeology); CLARITY; Health care; Psychological intervention; Health services research; Health administration; Medicine; Qualitative research; Protocol (science); Health informatics; Knowledge management; Medical education; Nursing; Computer science; Public health; Sociology; Alternative medicine; 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":[],"category_scores_codex":[0.1958297,0.004740374,0.005507135,0.008518928,0.01117439,0.007344596,0.005543778,0.01269997,0.03957051],"category_scores_gemma":[0.1567136,0.006289792,0.005122776,0.008831675,0.007465518,0.006724989,0.007161144,0.01403806,0.01370322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01178791,"about_ca_system_score_gemma":0.07102715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003927208,"about_ca_topic_score_gemma":0.006887103,"domain_scores_codex":[0.8880169,0.07774393,0.01680495,0.005816385,0.007433461,0.004184334],"domain_scores_gemma":[0.856694,0.06541201,0.01162042,0.02054031,0.03766781,0.008065497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.06146163,0.04154645,0.006496804,0.09307174,0.0008799158,0.004531162,0.08176181,0.01252377,0.01652556,0.07758675,0.07994378,0.5236707],"study_design_scores_gemma":[0.1198887,0.02936143,0.01884397,0.08625482,0.0009249807,0.001197215,0.04399723,0.01434926,0.01443979,0.06912553,0.6002241,0.001393034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005018851,0.00005150212,0.004145618,0.0001028224,0.00005646538,0.994547,0.0002108261,0.00002060337,0.000363304],"genre_scores_gemma":[0.0003020524,0.0000417058,0.006078138,0.00004678679,0.000005071415,0.9934092,0.00003884551,0.000001921427,0.00007640921],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1958297,"threshold_uncertainty_score":0.9916852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7986283957177301,"score_gpt":0.7890242635565027,"score_spread":0.009604132161227463,"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."}}