{"id":"W4400323686","doi":"10.1186/s12961-024-01134-6","title":"The role of nurses in implementation of public policy on adolescent health in Colombia, Ecuador, and Peru","year":2024,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Global Affairs Canada; Pan American Health Organization; Universidad Nacional Mayor de San Marcos; Universidad Nacional de Colombia","keywords":"Focus group; Public health; Health policy; Medicine; Nursing; Health services research; Nursing research; Psychological intervention; Ethnic group; Health care; Health administration; Economic growth; Political science; Business; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01421811,0.0001150516,0.0003836155,0.001560196,0.0007279841,0.00004223155,0.0001277299,0.0001227825,0.000004532959],"category_scores_gemma":[0.001121762,0.00008819647,0.00002058717,0.001497053,0.000177803,0.0001051785,0.00004794717,0.0009717471,0.000006834359],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001830853,"about_ca_system_score_gemma":0.01718908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2713218,"about_ca_topic_score_gemma":0.02143764,"domain_scores_codex":[0.9911107,0.005493867,0.001241836,0.0003045841,0.0005311345,0.001317886],"domain_scores_gemma":[0.9964941,0.002259624,0.0002496175,0.000262014,0.0002193628,0.0005152885],"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":[0.0002225363,0.0002552161,0.2509468,0.01380504,0.00001105289,7.650293e-7,0.04036076,0.000001682837,0.00004577119,0.1182545,0.03603498,0.5400609],"study_design_scores_gemma":[0.001013689,0.00116805,0.7451555,0.005260907,7.963263e-7,0.000004206563,0.116609,0.0004442994,0.0000103176,0.002134489,0.128106,0.00009275371],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.807309,0.03754766,9.101505e-7,0.1493289,0.0009319049,0.003782719,0.000113032,0.00002385297,0.0009620494],"genre_scores_gemma":[0.9852142,0.01273571,0.000004560664,0.0007903087,0.0005708998,0.0003517202,0.00001633657,0.00001877976,0.0002974648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5399681,"threshold_uncertainty_score":0.9964186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3257764329971265,"score_gpt":0.6279664385242959,"score_spread":0.3021900055271694,"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."}}