{"id":"W6939249296","doi":"10.60692/2wm2j-yk882","title":"Beyond the regulatory radar: knowledge and practices of rural medical practitioners in Bangladesh","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Service (business); Service provider; Health care; Pneumonia; Formal education; Mainstream","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":[0.001540986,0.0001293748,0.000211236,0.0006428436,0.0008193791,0.0009282394,0.0004647616,0.000767586,0.003679206],"category_scores_gemma":[0.005315703,0.0002699116,0.0001323228,0.00103239,0.0009564119,0.001027565,0.0008793892,0.0005037138,0.0004144674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009742035,"about_ca_system_score_gemma":0.001913081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02009814,"about_ca_topic_score_gemma":0.021427,"domain_scores_codex":[0.9987695,0.0005496842,0.0001339534,0.0001595758,0.0001987103,0.0001885584],"domain_scores_gemma":[0.9964032,0.001246328,0.00122922,0.00009217471,0.0003297653,0.0006993546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007441353,0.000173973,0.7811245,0.0005742913,0.00002372448,0.00158266,0.1840916,0.00008384238,0.001744373,0.0003247455,0.001145321,0.02905651],"study_design_scores_gemma":[0.00002923277,0.000746288,0.5750214,0.001093276,0.00002448228,0.002167908,0.4070249,0.0003185046,0.0002296011,0.0003349152,0.01295177,0.00005767943],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962279,0.0008194488,0.00004283271,0.001154464,0.000007924691,0.00002109689,0.00006156282,0.000001278146,0.001663571],"genre_scores_gemma":[0.9980928,0.001050881,0.00008306975,0.0003561462,0.000006999482,0.00001597565,0.00001987944,7.826583e-7,0.0003735315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02009814,"threshold_uncertainty_score":0.03996235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05504003648993811,"score_gpt":0.3792906063427675,"score_spread":0.3242505698528294,"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."}}