{"id":"W4280533758","doi":"10.5334/ijic.icic21337","title":"Adaptive Strategies to Building a Sustainable Workforce: Health Care Support Worker (HCSW) and the Health Career Access Program (HCAP)","year":2022,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Workforce; Health care; Public relations; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005665251,0.0006440222,0.0002869296,0.0011709,0.005417411,0.005926087,0.001779865,0.003727254,0.0121664],"category_scores_gemma":[0.009775786,0.0002770815,0.0005316982,0.0006597699,0.002990403,0.003310613,0.01092935,0.002828097,0.001580662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003079697,"about_ca_system_score_gemma":0.02163216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006483663,"about_ca_topic_score_gemma":0.01756395,"domain_scores_codex":[0.9964169,0.001966164,0.00006627067,0.0002578506,0.0004365605,0.0008562933],"domain_scores_gemma":[0.9932034,0.0009818609,0.000458467,0.0001430498,0.0005557073,0.004657465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002143967,0.004099369,0.03701369,0.001396423,0.0001975062,0.0007268998,0.03972565,0.001862932,0.002732335,0.05558212,0.1636257,0.692823],"study_design_scores_gemma":[0.0005621362,0.003268667,0.1143206,0.005364857,0.0002246024,0.001058741,0.1768345,0.007151295,0.003143671,0.2040464,0.4837201,0.0003044473],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2438718,0.005861297,0.04932782,0.5261575,0.005787566,0.001195495,0.0002661241,0.001143069,0.1663894],"genre_scores_gemma":[0.88721,0.00434531,0.05882616,0.02959681,0.0006375593,0.0009758718,0.0001717744,0.00008277153,0.01815367],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0121664,"threshold_uncertainty_score":0.04070067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04169346143437473,"score_gpt":0.4562960195831929,"score_spread":0.4146025581488181,"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."}}