{"id":"W2117682057","doi":"10.1093/her/cys072","title":"Scientific and popular health knowledge in the education work of community health agents in Rio de Janeiro shantytowns","year":2012,"lang":"en","type":"article","venue":"Health Education Research","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"Université de Montréal","keywords":"Health education; Health promotion; Community health; Sociology; Public health; Work (physics); Public relations; Economic growth; Nursing; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002209096,0.0002313818,0.0003619237,0.001280719,0.008354198,0.002897565,0.000925982,0.0008835508,0.002922127],"category_scores_gemma":[0.003471659,0.0004446702,0.0001349292,0.001103437,0.009761781,0.001276405,0.005273131,0.001433312,0.0001200939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006469056,"about_ca_system_score_gemma":0.008076903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1169799,"about_ca_topic_score_gemma":0.3620261,"domain_scores_codex":[0.9984204,0.0008506038,0.00005330324,0.0001487664,0.0001470202,0.0003799551],"domain_scores_gemma":[0.9977552,0.001297307,0.0002577998,0.0001135177,0.0001419202,0.0004342702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001462052,0.00004478084,0.01711678,0.00005495178,0.000004408234,0.0005800446,0.9738668,0.0000155738,0.0006540975,0.001313477,0.0001828818,0.006151599],"study_design_scores_gemma":[0.000003775681,0.00004321059,0.02663452,0.00008857127,0.000009955898,0.0001648449,0.9583299,0.00005673255,0.0002046202,0.000271885,0.0141801,0.00001205168],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958246,0.0001835352,0.00008768663,0.0008960181,0.000006025697,0.00001562294,0.000006865384,0.000002469901,0.002977272],"genre_scores_gemma":[0.9981738,0.0001417175,0.0002078691,0.0001380952,0.000001754518,0.00001012464,0.000005368455,0.000002776658,0.001318443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1169799,"threshold_uncertainty_score":0.2325979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4809232777297039,"score_gpt":0.6456892740148481,"score_spread":0.1647659962851442,"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."}}