{"id":"W4281783156","doi":"10.3329/jbcps.v40i40.59995","title":"Readiness of Health Professionals, Undergraduate Medical Curriculum and on-the-job Training on Noncommunicable Diseases in Bangladesh to achieve Program Objectives- an Operational Research Study","year":2022,"lang":"en","type":"article","venue":"Journal of Bangladesh College of Physicians and Surgeons","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Curriculum; Medical education; Promotion (chess); Qualitative property; Context (archaeology); Health care; Health promotion; Qualitative research; Public health; Nursing; Psychology","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":[0.002379475,0.0003898469,0.0002599244,0.001090289,0.0008582069,0.0010354,0.0004343922,0.0005030538,0.004266194],"category_scores_gemma":[0.00618574,0.000381279,0.0002534558,0.001184759,0.0004957824,0.0006151224,0.001050098,0.0005006095,0.0006808473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002246217,"about_ca_system_score_gemma":0.003598604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01634909,"about_ca_topic_score_gemma":0.02263108,"domain_scores_codex":[0.9982951,0.0004946121,0.0002170661,0.0001595167,0.0002698833,0.0005638283],"domain_scores_gemma":[0.9955522,0.001130247,0.0008424005,0.0001167998,0.0007948671,0.001563387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001935338,0.001030615,0.960284,0.0002737402,0.00001812439,0.0002407302,0.01700162,0.0001637491,0.001070583,0.0001652356,0.0005242754,0.0190338],"study_design_scores_gemma":[0.00001853742,0.001272677,0.947541,0.00009565247,0.00001945764,0.0001055096,0.04815675,0.0001941444,0.0004853857,0.00004516739,0.002048413,0.00001725524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981223,0.00004759624,0.00003754337,0.00008450667,0.000003073409,0.0001401831,0.0002911203,0.000001906937,0.001271824],"genre_scores_gemma":[0.9979082,0.0001693514,0.0002136027,0.00004923381,0.000004610039,0.0002422632,0.0002632329,0.000001272228,0.001148189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01634909,"threshold_uncertainty_score":0.03250784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05772311022298657,"score_gpt":0.3800486662457254,"score_spread":0.3223255560227388,"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."}}