{"id":"W4380046401","doi":"10.3389/frhs.2023.1102428","title":"The SITS framework: sustaining innovations in tertiary settings","year":2023,"lang":"en","type":"article","venue":"Frontiers in Health Services","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadore College; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Audit; Psychological intervention; Sustainability; Evidence-based practice; Tertiary care; Systematic review; Best practice; Conceptual framework; Acute care; Knowledge translation; Psychology; Medicine; Process management; MEDLINE; Nursing; Knowledge management; Health care; Computer science; Business; Political science; Sociology; Family medicine; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01026983,0.0001667655,0.0003081416,0.0008730001,0.002114056,0.00003652063,0.0006285589,0.0001838993,0.00004687804],"category_scores_gemma":[0.0009545397,0.0001400205,0.00002313792,0.005167136,0.00007915957,0.0003721997,0.0002543697,0.001170553,0.0001695314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007392403,"about_ca_system_score_gemma":0.00167739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003295326,"about_ca_topic_score_gemma":0.004593305,"domain_scores_codex":[0.9938493,0.001460147,0.001866967,0.0004100462,0.000480703,0.00193284],"domain_scores_gemma":[0.9949859,0.003502673,0.0006509663,0.0004551314,0.0001697417,0.0002355461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001603688,0.00000783135,0.8611436,0.00151298,0.000003182167,0.000004309534,0.0763123,0.00008060913,0.000001240952,0.002667289,0.05060907,0.00764156],"study_design_scores_gemma":[0.0004971636,0.00002430819,0.616326,0.001049182,8.202267e-7,3.286499e-7,0.14258,0.005846737,9.416073e-7,0.01074221,0.2228006,0.0001318026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.574069,0.0004395673,0.001675241,0.4144354,0.004679471,0.003250981,0.00006261701,0.0004240098,0.0009636516],"genre_scores_gemma":[0.7340481,0.001179858,0.0135116,0.2472474,0.000521236,0.002260314,0.00006610697,0.00007104418,0.001094287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2448176,"threshold_uncertainty_score":0.9991851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1566355904602558,"score_gpt":0.5750512574793345,"score_spread":0.4184156670190787,"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."}}