{"id":"W4411706988","doi":"10.1108/jica-04-2025-0028","title":"Facilitators that assist teams move to a clinical network model of service delivery from the perspective of those working within a network: a scoping review","year":2025,"lang":"en","type":"review","venue":"Journal of Integrated Care","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Perspective (graphical); Service delivery framework; Process management; Service (business); Knowledge management; Business; Computer science; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002929775,0.0005511717,0.00418128,0.0003066263,0.000146416,0.00008772266,0.001221873,0.0006253929,0.00001982451],"category_scores_gemma":[0.001443325,0.0003232737,0.001280481,0.002456945,0.00008306889,0.0002120987,0.000410066,0.001863209,0.00000590031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004170497,"about_ca_system_score_gemma":0.002541985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007574061,"about_ca_topic_score_gemma":0.00469079,"domain_scores_codex":[0.9948047,0.000423313,0.003384472,0.0004506523,0.0005100911,0.0004267231],"domain_scores_gemma":[0.9899153,0.000824631,0.005308518,0.0006394086,0.003264231,0.00004794027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000895831,0.00004840407,0.001504033,0.1152773,0.001106348,0.0000315736,0.0003896602,0.001423168,7.771195e-8,0.001682822,0.006439117,0.8720078],"study_design_scores_gemma":[0.0002125028,0.00004566181,0.0000123647,0.9304177,0.00146505,0.000007637134,0.007471037,0.0003725914,1.082018e-7,0.0004938389,0.05921375,0.0002877222],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002652165,0.9947531,0.0006377239,0.0006597755,0.001272283,0.001727789,0.00006860895,0.00003177242,0.0005837774],"genre_scores_gemma":[0.001984083,0.9936351,0.000802269,0.001958347,0.001469176,0.00004841957,0.00003542334,0.00005093864,0.0000163004],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8717201,"threshold_uncertainty_score":0.9999219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1025626956821046,"score_gpt":0.383482948715385,"score_spread":0.2809202530332804,"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."}}