{"id":"W2598793288","doi":"10.2147/amep.s128403","title":"Writing skills enhancement for public health professionals in Rwanda","year":2017,"lang":"en","type":"article","venue":"Advances in Medical Education and Practice","topic":"Global Health and Surgery","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Ottawa","funders":"","keywords":"Publishing; Medical education; Psychological intervention; Public health; Peer review; Psychology; Journal of Public Health; Public health interventions; Medicine; Political science; Nursing; Health education; International health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008141414,0.0004957828,0.0003346003,0.0007986413,0.006085529,0.002126315,0.001059408,0.001408115,0.004947739],"category_scores_gemma":[0.01691954,0.0004366518,0.0003643521,0.0005180167,0.001437866,0.000998265,0.004118731,0.002608482,0.0007136287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003720232,"about_ca_system_score_gemma":0.03034244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01357235,"about_ca_topic_score_gemma":0.04398364,"domain_scores_codex":[0.9962593,0.002025878,0.0001282767,0.0001705098,0.0003122232,0.001103825],"domain_scores_gemma":[0.9894281,0.003455696,0.001322738,0.0002919419,0.0009649054,0.004536598],"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":[0.000755308,0.003325777,0.06937821,0.004021781,0.00005956035,0.005571635,0.2431649,0.0002324056,0.0148132,0.002994606,0.04736418,0.6083184],"study_design_scores_gemma":[0.0007499203,0.007338085,0.3021371,0.007079201,0.0001494068,0.004647748,0.3732228,0.0005909551,0.008218792,0.003820764,0.2918155,0.0002296016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9213219,0.009657288,0.001308303,0.0403361,0.001852046,0.0007285575,0.00007403763,0.0001894188,0.02453247],"genre_scores_gemma":[0.9730746,0.006016255,0.006508728,0.004232463,0.0003673409,0.000426573,0.00007893825,0.00003001838,0.009265169],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01357235,"threshold_uncertainty_score":0.04305643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04227941649280729,"score_gpt":0.5149790307652526,"score_spread":0.4726996142724453,"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."}}