{"id":"W2073429871","doi":"10.1016/j.wneu.2014.05.015","title":"Attitudes Toward Neurosurgery in a Low-Income Country: A Qualitative Study","year":2014,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Neurosurgery; Qualitative research; Thematic analysis; Empowerment; Health care; Nursing; Surgery; Economic growth; Social science; Sociology","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":[0.006820576,0.0005061436,0.0008748407,0.00155315,0.01230471,0.004910214,0.001359152,0.00175266,0.003269004],"category_scores_gemma":[0.01093431,0.0009684081,0.0004244057,0.002019749,0.005864013,0.003931616,0.004407478,0.00381973,0.000345247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005559225,"about_ca_system_score_gemma":0.006982659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03332089,"about_ca_topic_score_gemma":0.06524809,"domain_scores_codex":[0.9963205,0.002132575,0.0001231686,0.0001486367,0.0002772652,0.0009979784],"domain_scores_gemma":[0.988622,0.005682036,0.001472566,0.0002064091,0.001158046,0.002858909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004005816,0.0001946056,0.03204405,0.000110063,0.00001119962,0.000563822,0.9637557,0.00001543059,0.0003688784,0.0004315018,0.0005119953,0.001952648],"study_design_scores_gemma":[0.000002552271,0.00004433198,0.005536449,0.00006276988,0.000003783475,0.00009497774,0.9933689,0.00001641817,0.00003906543,0.00004373797,0.0007793963,0.000007597599],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969207,0.000191573,0.0001292801,0.001200421,0.00002319288,0.00004630676,0.00006586553,0.00000294412,0.00141975],"genre_scores_gemma":[0.9972165,0.0004375851,0.0001669071,0.001277309,0.000009610419,0.00007998504,0.00004522013,0.000008124629,0.0007587879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03332089,"threshold_uncertainty_score":0.06625384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03415649054811163,"score_gpt":0.3516596503753947,"score_spread":0.317503159827283,"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."}}