{"id":"W1533875157","doi":"","title":"Shifting ART Service provision: Health care workers' experience and challenges in Malawi and Zimbabwe.","year":2012,"lang":"en","type":"article","venue":"","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unit (ring theory); Medicine; Socioeconomics; Economic growth; Political science; Optometry; Geography; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003036681,0.0003094787,0.0003773928,0.0006157676,0.008355407,0.003783697,0.001307902,0.001749309,0.003527343],"category_scores_gemma":[0.007855365,0.0004861045,0.0002117165,0.001678608,0.003499303,0.002376549,0.006726541,0.002745569,0.0002579461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005703425,"about_ca_system_score_gemma":0.007447199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1702992,"about_ca_topic_score_gemma":0.2811547,"domain_scores_codex":[0.9963093,0.001327536,0.0001284727,0.0001117366,0.0002994136,0.001823497],"domain_scores_gemma":[0.9960722,0.001198872,0.000657691,0.00008645716,0.0003868047,0.001597941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001370334,0.0001454224,0.09329521,0.0002542362,0.00002302064,0.00159992,0.8651553,0.00005468619,0.0005022431,0.00101003,0.003949508,0.03387339],"study_design_scores_gemma":[0.00001586688,0.00009354002,0.07896785,0.0002647124,0.00001239511,0.0002870068,0.9077113,0.00005726052,0.00005521678,0.0001641721,0.0123515,0.00001929453],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824073,0.002289166,0.00007430535,0.0119976,0.00008239235,0.00005519041,0.0001345109,0.000005440115,0.002954075],"genre_scores_gemma":[0.9957232,0.001360287,0.00009098452,0.001418938,0.00002705132,0.00005355053,0.00006232959,0.00000443258,0.001259192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1702992,"threshold_uncertainty_score":0.338616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04994468622875834,"score_gpt":0.3244808202767043,"score_spread":0.2745361340479459,"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."}}