{"id":"W2160249084","doi":"10.2105/ajph.2011.300355","title":"Community Health Workers’ Perspectives on Their Contribution to Rural Health and Well-Being in Iran","year":2011,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Community health workers; Workload; Rural health; Health care; Community health; Nursing; Public health; Work (physics); Social determinants of health; Environmental health; Rural area; Population; Medicine; Psychology; Economic growth; Health services","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01672936,0.0003709723,0.001615078,0.0008637099,0.001881481,0.00002853536,0.0005339187,0.0001070541,0.00009632275],"category_scores_gemma":[0.001034985,0.000308898,0.0001135145,0.001570052,0.0003387909,0.0003564154,0.000160565,0.003174882,0.00003541921],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004417636,"about_ca_system_score_gemma":0.005008212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05068766,"about_ca_topic_score_gemma":0.007687344,"domain_scores_codex":[0.9818503,0.01265358,0.002372168,0.0003132102,0.0005413889,0.002269375],"domain_scores_gemma":[0.9917579,0.0009562108,0.002890166,0.0005511754,0.0004560389,0.003388467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005522663,0.0005882558,0.3670946,0.0002285386,0.00004476295,0.00000531982,0.503621,0.000003862675,8.576666e-7,0.008969694,0.005459105,0.1134317],"study_design_scores_gemma":[0.00144653,0.009162931,0.3080963,0.002383312,0.000001887195,0.0000321827,0.6600524,0.00001198413,4.564004e-7,0.0006641436,0.01794748,0.0002004021],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8760997,0.001760929,0.00105421,0.1174914,0.0004765629,0.001346929,0.00001728279,0.00006929198,0.001683707],"genre_scores_gemma":[0.9528924,0.002424308,0.001946438,0.04235686,0.0002452757,0.0000266589,0.00001190331,0.00004615475,0.00004998298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1564314,"threshold_uncertainty_score":0.9999363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08840996434001942,"score_gpt":0.4252598273975827,"score_spread":0.3368498630575633,"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."}}