{"id":"W2800498576","doi":"10.1186/s13012-018-0715-z","title":"Proceedings of the 4th Biennial Conference of the Society for Implementation Research Collaboration (SIRC) 2017: implementation mechanisms: what makes implementation work and why? part 2","year":2018,"lang":"en","type":"article","venue":"Implementation Science","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; University of North Carolina at Chapel Hill; College of Pharmacy, University of Michigan; York University; University of Michigan; University of Denver; University of Washington; Drexel University; Washington State University; Harvard University; U.S. Department of Veterans Affairs; Washington University in St. Louis; Center for Healthcare Organization and Implementation Research; Portland State University; Ohio State University","keywords":"Medicine; Health services research; Health informatics; Health administration; Work (physics); Public health; Nursing","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4298969,0.002202268,0.003343221,0.004442481,0.009526768,0.02197905,0.00676627,0.01418308,0.05274394],"category_scores_gemma":[0.3726482,0.002368003,0.002935469,0.00405842,0.008469992,0.01379334,0.0329384,0.01878099,0.01201805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01351607,"about_ca_system_score_gemma":0.09551035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00299796,"about_ca_topic_score_gemma":0.005745799,"domain_scores_codex":[0.6399045,0.2714861,0.02803498,0.01128772,0.0354285,0.01385819],"domain_scores_gemma":[0.6281486,0.1450323,0.02837286,0.03479933,0.09882365,0.06482333],"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":[0.0006233185,0.001011158,0.003120486,0.008145189,0.0003085845,0.0001801635,0.01281222,0.0004894725,0.0009914022,0.03570342,0.5162924,0.4203223],"study_design_scores_gemma":[0.0002534466,0.0003575947,0.003498672,0.02462576,0.00009627391,0.00009932259,0.006144766,0.0005865269,0.0005791447,0.0199159,0.943724,0.0001184714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007313733,0.09413777,0.05299905,0.6956951,0.06538957,0.01948575,0.00188571,0.001404678,0.06168868],"genre_scores_gemma":[0.1825878,0.132758,0.2692401,0.1521703,0.02347081,0.123625,0.01024325,0.003625163,0.1022797],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4298969,"threshold_uncertainty_score":0.7030386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4554942824456179,"score_gpt":0.625355280973748,"score_spread":0.1698609985281301,"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."}}