{"id":"W4255106297","doi":"10.21203/rs.3.rs-518732/v1","title":"Capacity-Building and Continuing Professional Development in Healthcare and Rehabilitation in Low- and Middle-Income Countries - A Scoping Review Protocol","year":2021,"lang":"en","type":"review","venue":"Research Square","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Low and middle income countries; Rehabilitation; Protocol (science); Health care; Economic growth; Business; Nursing; Political science; Medicine; Developing country; Economics; Physical therapy; Alternative medicine","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01308686,0.0004975777,0.002657088,0.0008687469,0.0009129813,0.00006484293,0.0002064505,0.0007307837,0.00006896011],"category_scores_gemma":[0.004711454,0.00042414,0.00006540987,0.001420754,0.0003148617,0.0002641912,0.0008670688,0.00337653,0.00001134426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001645913,"about_ca_system_score_gemma":0.004054166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006005549,"about_ca_topic_score_gemma":0.003625865,"domain_scores_codex":[0.9846023,0.009048749,0.002608265,0.00110407,0.001082561,0.001553999],"domain_scores_gemma":[0.990295,0.007477367,0.000574628,0.0004088565,0.0007878346,0.0004563423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002538828,0.00003270758,0.01812646,0.903919,0.000006439584,0.00003022729,0.00345409,3.574557e-8,1.69034e-8,0.000763558,0.00005383218,0.07358823],"study_design_scores_gemma":[0.0005870352,0.00009027591,0.001813463,0.8013211,0.000008467116,0.000009281902,0.001020728,0.000002902769,6.341129e-8,0.00007126288,0.1948102,0.0002652223],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001807558,0.7901364,4.918445e-7,0.001516802,0.00009800468,0.2063506,0.00002576176,0.00003092322,0.0000334427],"genre_scores_gemma":[0.00006386128,0.76761,0.001286907,0.0001091325,0.00006532393,0.2306562,0.00003876324,0.0000524021,0.0001174336],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1947563,"threshold_uncertainty_score":0.9998211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1598633972182868,"score_gpt":0.5796684291359662,"score_spread":0.4198050319176794,"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."}}