{"id":"W2725221477","doi":"10.5334/ijic.2502","title":"Organizational Context Matters: A Research Toolkit for Conducting Standardized Case Studies of Integrated Care Initiatives","year":2017,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Lunenfeld-Tanenbaum Research Institute; University of Ottawa; Cancer Care Ontario; Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Knowledge management; Context (archaeology); Integrated care; Identification (biology); Organization development; Best practice; Organizational performance; Computer science; Psychology; Health care; Management; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.001558376,0.0002385094,0.0005647535,0.00064473,0.001499128,0.0001317268,0.0008279512,0.0002271793,0.000731556],"category_scores_gemma":[0.01176008,0.0001804769,0.000182245,0.0002751696,0.0003859634,0.0008002602,0.0001793685,0.001095874,0.00001712155],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002538023,"about_ca_system_score_gemma":0.008628732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000570412,"about_ca_topic_score_gemma":0.001017364,"domain_scores_codex":[0.9961452,0.0008299181,0.00145269,0.0002584764,0.0009958188,0.0003178937],"domain_scores_gemma":[0.9328593,0.001398677,0.001916901,0.0002762555,0.06343339,0.0001154672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.01726004,0.000658636,0.1370354,0.00207041,0.006294352,0.001578658,0.5999107,0.0000954803,0.0301093,0.06690523,0.1050421,0.03303964],"study_design_scores_gemma":[0.003352607,0.0003666194,0.0004994142,0.003094102,0.00006798514,0.0001904212,0.9687608,0.00003675037,0.009190387,0.001190199,0.01306099,0.0001897405],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975416,0.001690195,0.001257308,0.007678266,0.00877808,0.0009746802,0.002038228,0.00002715634,0.002140083],"genre_scores_gemma":[0.9952008,0.000116166,0.002060845,0.0008180431,0.0007547024,0.00009165811,0.00033619,0.0000422423,0.0005793793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3688501,"threshold_uncertainty_score":0.9998008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1979541672193814,"score_gpt":0.5611924085704812,"score_spread":0.3632382413510999,"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."}}