{"id":"W3182949975","doi":"10.1016/j.jss.2021.05.053","title":"Referral Process for Surgical Management of Tuberculosis in Lima: A Qualitative Study","year":2021,"lang":"en","type":"article","venue":"Journal of Surgical Research","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Brigham and Women's Hospital","keywords":"Referral; Medicine; Focus group; Thematic analysis; Tuberculosis; Qualitative research; Family medicine; Health care; Nursing","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":[0.007999039,0.0002860143,0.0006624915,0.001345816,0.008943084,0.003722479,0.001772072,0.002265748,0.003490947],"category_scores_gemma":[0.02128226,0.0009373342,0.000458133,0.001610864,0.003955548,0.003097776,0.004261503,0.002677102,0.0002715691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009271351,"about_ca_system_score_gemma":0.009729634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03353249,"about_ca_topic_score_gemma":0.06734882,"domain_scores_codex":[0.9936399,0.004450147,0.00028675,0.0002256637,0.0003369084,0.001060698],"domain_scores_gemma":[0.977599,0.01631636,0.001872918,0.0002889728,0.001212829,0.00270994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004589574,0.0002512147,0.02196658,0.0001897627,0.00000978988,0.0007943878,0.9730725,0.00002981293,0.0004793885,0.0006100605,0.0002923264,0.002258239],"study_design_scores_gemma":[0.000004641709,0.00006498515,0.007608806,0.0001663486,0.000005594731,0.0001945798,0.9904425,0.00006737786,0.00008062166,0.00009387008,0.001259231,0.00001145512],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952437,0.0002950697,0.0003202456,0.002264942,0.00001762095,0.0001220368,0.0001012003,0.000006889246,0.001628278],"genre_scores_gemma":[0.9975455,0.0003914762,0.0003373455,0.0009687527,0.000007188569,0.0001308468,0.00003803213,0.000008122629,0.0005727389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03353249,"threshold_uncertainty_score":0.06726867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2882772449152059,"score_gpt":0.5784565739750476,"score_spread":0.2901793290598417,"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."}}