{"id":"W2768263682","doi":"10.5334/ijic.3931","title":"Indicators and Measurement Tools for Health Systems Integration: A Knowledge Synthesis","year":2017,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus","funders":"","keywords":"Knowledge management; Integrated care; Process management; Computer science; Health care; Data science; Business; Political science","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":[0.001548574,0.0001719505,0.0003546828,0.0004167909,0.0009895514,0.000292375,0.0006279178,0.0001588692,0.0001036451],"category_scores_gemma":[0.004785916,0.0001265643,0.0001382324,0.00008498037,0.00007241285,0.0006349225,0.00006676638,0.0004903925,0.00001724121],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002072863,"about_ca_system_score_gemma":0.005992878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003243723,"about_ca_topic_score_gemma":0.000558877,"domain_scores_codex":[0.9976488,0.0003490461,0.0009965957,0.0001775233,0.0006135552,0.0002144905],"domain_scores_gemma":[0.9895884,0.0004148806,0.001849835,0.0002225105,0.007748027,0.0001763786],"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":[0.003078723,0.0004218564,0.02791798,0.000714693,0.001330768,0.00001653946,0.04172994,0.00001945234,0.001651447,0.05045022,0.1379558,0.7347125],"study_design_scores_gemma":[0.004542284,0.0008009741,0.05612281,0.0154064,0.000175533,0.0000691027,0.3324536,0.0006265299,0.001864224,0.0006573425,0.5866774,0.0006038042],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7050322,0.01802486,0.05423343,0.08937569,0.09156208,0.00550008,0.001615458,0.0001659506,0.0344903],"genre_scores_gemma":[0.9965518,0.0001915355,0.0007718569,0.000621999,0.001045587,0.0002079269,0.00003990314,0.00002185858,0.0005475001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7341087,"threshold_uncertainty_score":0.9996422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08248330004476537,"score_gpt":0.4702249510940732,"score_spread":0.3877416510493078,"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."}}