{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03929841,0.0003537005,0.0006978263,0.002045966,0.001797062,0.002108765,0.001477711,0.00104112,0.002531581],"category_scores_gemma":[0.09027155,0.0005090017,0.0008534067,0.001290634,0.001748446,0.002468652,0.004165504,0.001158332,0.0001180993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003855374,"about_ca_system_score_gemma":0.01890606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005724555,"about_ca_topic_score_gemma":0.009530076,"domain_scores_codex":[0.9709317,0.01710374,0.003383025,0.001125105,0.005109781,0.002346714],"domain_scores_gemma":[0.870473,0.09170291,0.02348952,0.002202223,0.009418296,0.002713954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005108199,0.0009617162,0.3749595,0.02967306,0.0006430568,0.001648297,0.2284694,0.001282802,0.002216832,0.005683794,0.002770225,0.3511805],"study_design_scores_gemma":[0.0002092429,0.001949421,0.4459007,0.05710652,0.001081895,0.002063632,0.4195595,0.001929189,0.004421187,0.009430741,0.05614621,0.0002018389],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565509,0.0144144,0.006400148,0.01067082,0.0001891975,0.001564773,0.0002270951,0.0000421869,0.00994039],"genre_scores_gemma":[0.99009,0.003425,0.004661442,0.0006155407,0.0000370922,0.0006764265,0.00006393097,0.00000707396,0.0004235432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03929841,"threshold_uncertainty_score":0.2078324,"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."}}