{"id":"W4399201489","doi":"10.1136/leader-2024-fmlm.46","title":"46 enhance: supporting integrated care systems in meeting their local healthcare priorities and workforce development needs","year":2024,"lang":"en","type":"article","venue":"","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Workforce; Workforce development; Sustainability; TRIPS architecture; Business; Health care; Service delivery framework; Workforce planning; Public relations; Nursing; Service (business); Knowledge management; Medicine; Marketing; Engineering; Computer science; Political science; Transport engineering","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":[0.007451824,0.0003691005,0.0002729401,0.0005041889,0.004274142,0.005936506,0.001501099,0.002644276,0.03177624],"category_scores_gemma":[0.00953596,0.0004632406,0.0004758507,0.0005788683,0.002040797,0.003950376,0.01780738,0.002230818,0.005384246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005206263,"about_ca_system_score_gemma":0.03466097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01595022,"about_ca_topic_score_gemma":0.05169826,"domain_scores_codex":[0.9960162,0.001644161,0.0001534882,0.0001899447,0.0004232273,0.001572974],"domain_scores_gemma":[0.9923527,0.0009971717,0.0002998289,0.000291638,0.0007191889,0.00533953],"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":[0.0003178477,0.0007859524,0.01991255,0.003705532,0.00004905901,0.001635644,0.07691396,0.001025463,0.005829109,0.03165663,0.4067509,0.4514175],"study_design_scores_gemma":[0.000148436,0.0008522958,0.02906524,0.002223971,0.00004253305,0.0005504824,0.08324845,0.0007770823,0.001327217,0.009007344,0.8726768,0.00008014534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3177069,0.00709122,0.02098008,0.3033542,0.003213035,0.002928884,0.001825671,0.001939008,0.340961],"genre_scores_gemma":[0.7873343,0.005650942,0.05910536,0.02905121,0.0006219627,0.002525484,0.001368375,0.0002604692,0.1140819],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03177624,"threshold_uncertainty_score":0.1063021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03043594971308418,"score_gpt":0.422633423983667,"score_spread":0.3921974742705828,"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."}}