{"id":"W2805923897","doi":"10.5334/ijic.3587","title":"Barriers and Facilitators to Workforce Changes in Integrated Care","year":2018,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Enthusiasm; Workforce; Psychological intervention; Nursing; Integrated care; Health care; Qualitative research; Medicine; Medical education; Intervention (counseling); Psychology; Political science; Sociology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003189623,0.0001961524,0.0002684246,0.0007868743,0.0002028519,0.00004310219,0.0004132836,0.000206688,0.001116406],"category_scores_gemma":[0.001224304,0.0001510762,0.00005556365,0.0005922984,0.0000907497,0.0002161457,0.00007421584,0.0007516586,0.00008960825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001895644,"about_ca_system_score_gemma":0.003052511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006521278,"about_ca_topic_score_gemma":0.008051612,"domain_scores_codex":[0.9979743,0.0003388866,0.0007052391,0.0002132884,0.0004947626,0.0002734606],"domain_scores_gemma":[0.9921129,0.0001437916,0.0003395569,0.0001255402,0.006995846,0.0002823882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.003970365,0.00005230833,0.6353469,0.00009785007,0.0002055833,0.00008177748,0.235841,0.00008677772,0.006839484,0.004532967,0.02919494,0.08375001],"study_design_scores_gemma":[0.001392915,0.0005804742,0.0170193,0.002545818,0.00001849243,0.00001824251,0.8011549,0.00009800984,0.002123404,0.0001532917,0.1746341,0.000261146],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982836,0.0004156756,0.0003671095,0.005019525,0.006480445,0.0003367841,0.0001687262,0.00002535227,0.004350373],"genre_scores_gemma":[0.9937631,0.00005190414,0.0009317162,0.003430992,0.0005974284,0.0000424309,0.0000709032,0.00002122535,0.001090312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6183277,"threshold_uncertainty_score":0.9997967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977341901760092,"score_gpt":0.4102349859192617,"score_spread":0.3904615669016608,"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."}}