{"id":"W6922334249","doi":"10.11575/prism/44217","title":"Sustainment, Sustainability, and Spread Study (SSaSSy): protocol for a study of factors that contribute to the sustainment, sustainability, and spread of practice changes introduced through an evidence-based quality-improvement intervention in Canadian nursing homes","year":2019,"lang":"en","type":"other","venue":"University of Calgary","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Sustainability; Protocol (science); Psychological intervention; Health care; Intervention (counseling); Data collection; Phase (matter); Qualitative property","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005484884,0.0007692621,0.001666706,0.001490899,0.0002346893,0.00007926086,0.000919705,0.0003572798,0.00004789324],"category_scores_gemma":[0.002948003,0.0007318722,0.0001895874,0.0007531119,0.0007046239,0.000860164,0.0006074201,0.0004362183,4.839479e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005991793,"about_ca_system_score_gemma":0.002095734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7918466,"about_ca_topic_score_gemma":0.7578924,"domain_scores_codex":[0.9925581,0.002954646,0.0008655947,0.001445022,0.00113544,0.001041206],"domain_scores_gemma":[0.9926843,0.001359173,0.002042779,0.001630072,0.001904766,0.0003788961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.02574509,0.02907303,0.7511414,0.02278047,0.002258573,0.0001202833,0.1470128,0.0001733245,0.0001736419,0.002220379,0.00491473,0.01438625],"study_design_scores_gemma":[0.01745463,0.01901228,0.08398423,0.001870502,0.001074245,0.000001254299,0.8563298,0.00009620472,0.0002710224,0.0002888944,0.01875202,0.0008649349],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.4953523,0.0001632938,0.0005999104,0.002582593,0.00009597555,0.499817,0.0005809367,0.00008010603,0.0007278853],"genre_scores_gemma":[0.9911888,0.00001237103,0.0001665334,0.00003514527,0.00003474049,0.004634779,0.00007911297,0.0002700446,0.00357842],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.709317,"threshold_uncertainty_score":0.9995132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03517036330809553,"score_gpt":0.3579158300420207,"score_spread":0.3227454667339252,"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."}}