{"id":"W2338022298","doi":"10.5334/ijic.2460","title":"Cross-sector Service Provision in Health and Social Care: An Umbrella Review","year":2016,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; George & Fay Yee Centre for Healthcare Innovation; Western University; Winnipeg Regional Health Authority","funders":"","keywords":"Public relations; Service (business); Service provider; Health care; Business; Inclusion (mineral); Service design; Marketing; Economic growth; Political science; Economics; Psychology; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.000827669,0.00009587902,0.0002124033,0.0001855198,0.0001294619,0.00008026461,0.0003667543,0.0001021128,0.0002046505],"category_scores_gemma":[0.0003167538,0.00006523902,0.00004935121,0.0002341924,0.00008019433,0.0003783094,0.0000236359,0.0002290698,0.000005895917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001173339,"about_ca_system_score_gemma":0.002188992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001817272,"about_ca_topic_score_gemma":0.01060816,"domain_scores_codex":[0.9980683,0.0003396553,0.0006322767,0.0001423829,0.0006404644,0.0001769571],"domain_scores_gemma":[0.9952906,0.00006347022,0.0004258709,0.00005644841,0.00402366,0.0001399074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001924635,0.00007555775,0.03144783,0.0008220985,0.00004165764,0.00005099859,0.07519802,4.583524e-7,0.0002089604,0.01185058,0.001229966,0.8788814],"study_design_scores_gemma":[0.001702963,0.000417272,0.007953383,0.008557265,0.00000556934,0.00003902671,0.1563095,0.000002772714,0.0001302557,0.0004179174,0.8242073,0.0002567693],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7287675,0.03110649,0.00007548164,0.2365421,0.001537743,0.0003152642,0.0000933253,0.00003569759,0.001526409],"genre_scores_gemma":[0.976541,0.01645783,0.00009986709,0.006364609,0.000424641,0.000003175526,0.00001916238,0.000009912696,0.00007976399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8786247,"threshold_uncertainty_score":0.5919604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07824489771538268,"score_gpt":0.4471578916657751,"score_spread":0.3689129939503924,"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."}}