{"id":"W4281643051","doi":"10.1136/bmjopen-2021-054422","title":"Identification of core components and implementation strategies for a Conservative Kidney Management Pathway across a complex, multisector healthcare system in Canada using World Cafés and the Theoretical Domains Framework","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary; University of Alberta","funders":"Alberta Innovates - Health Solutions","keywords":"Medicine; Health care; Context (archaeology); Multidisciplinary approach; Restructuring; Nursing; Knowledge management; Public relations; Process management; Medical education; Sociology; Business; Political science; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003211483,0.0003570081,0.0001867541,0.001400977,0.006452371,0.003914511,0.001435973,0.0006939119,0.001700204],"category_scores_gemma":[0.007960451,0.0002993716,0.000365685,0.001801083,0.002589712,0.001467322,0.003343735,0.0008622006,0.00009296322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06219376,"about_ca_system_score_gemma":0.1924117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8990729,"about_ca_topic_score_gemma":0.9442714,"domain_scores_codex":[0.997497,0.0008168377,0.0001028839,0.0001934615,0.0004308173,0.0009590377],"domain_scores_gemma":[0.9957969,0.0009501488,0.0004732586,0.0001158391,0.001070581,0.001593168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002192388,0.0008178152,0.5751139,0.001037466,0.00005758898,0.001139584,0.1398322,0.005230721,0.001863258,0.01846578,0.006496661,0.2497259],"study_design_scores_gemma":[0.00009581933,0.0004307076,0.5500774,0.0009875864,0.0001080293,0.0003552286,0.3960695,0.01517728,0.001899862,0.005862226,0.02883936,0.0000970119],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731521,0.0004425152,0.006585162,0.005798942,0.0000154588,0.00114666,0.0002890652,0.00008074062,0.01248938],"genre_scores_gemma":[0.9798135,0.0003720958,0.01735291,0.0002989925,0.000001526174,0.0002845895,0.0002771903,0.00000793224,0.001591193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1009271,"threshold_uncertainty_score":0.4512494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5349315881137532,"score_gpt":0.6431966424179378,"score_spread":0.1082650543041846,"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."}}