{"id":"W4386444032","doi":"10.1002/9781119862758.ch10","title":"Evaluating De‐Implementation Interventions","year":2023,"lang":"en","type":"other","venue":"","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Medical Research Council","keywords":"Psychological intervention; Intervention (counseling); Context (archaeology); Value (mathematics); Computer science; Psychology; Management science; Process management; Engineering; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0853827,0.00172577,0.001704718,0.001512665,0.001333181,0.003058548,0.002483583,0.002110739,0.03282154],"category_scores_gemma":[0.1931253,0.001095599,0.002447847,0.001452998,0.001182128,0.004303779,0.003002159,0.003221134,0.004574301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005963607,"about_ca_system_score_gemma":0.01032146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004014919,"about_ca_topic_score_gemma":0.005384481,"domain_scores_codex":[0.9125784,0.06702407,0.005719839,0.002349271,0.0107304,0.001598021],"domain_scores_gemma":[0.856958,0.1110733,0.006272766,0.005722912,0.01777118,0.002201701],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003063638,0.006310967,0.006680331,0.02086142,0.001070883,0.0000741898,0.004062161,0.004793887,0.001667074,0.03392368,0.04727732,0.8702145],"study_design_scores_gemma":[0.0110051,0.04116609,0.04140269,0.08111021,0.006908037,0.0003289595,0.009031599,0.01318886,0.0352807,0.0500659,0.7099394,0.0005725011],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1285734,0.02877927,0.241343,0.04022949,0.0075458,0.1855232,0.01293472,0.00364871,0.3514224],"genre_scores_gemma":[0.2440781,0.02493836,0.5350911,0.01121334,0.0007104943,0.1448137,0.004001738,0.0008571341,0.03429592],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9146173,"threshold_uncertainty_score":0.4515523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9449415258588308,"score_gpt":0.7770599223329736,"score_spread":0.1678816035258572,"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."}}