{"id":"W2954512081","doi":"10.1371/journal.pone.0210919","title":"Acceptability of active case finding with a seed-and-recruit model to improve tuberculosis case detection and linkage to treatment in Cambodia: A qualitative study","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Snowball sampling; Focus group; Tuberculosis; Embeddedness; Qualitative research; Linkage (software); Social network (sociolinguistics); Medicine; Social network analysis; Family medicine; Marketing; Computer science; Business; Social media; Pathology; World Wide Web; 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":[0.01687629,0.0003980522,0.0004256928,0.0008584374,0.005451694,0.002064087,0.001657622,0.001002033,0.001847254],"category_scores_gemma":[0.0186008,0.0005071046,0.0002657723,0.0007142768,0.005817436,0.002477674,0.003815812,0.001517914,0.0001584267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005760345,"about_ca_system_score_gemma":0.005887609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007934803,"about_ca_topic_score_gemma":0.01241399,"domain_scores_codex":[0.9897761,0.00842804,0.0002170703,0.0003134162,0.0004881063,0.000777185],"domain_scores_gemma":[0.9868867,0.009923775,0.0008329818,0.000323994,0.0008238993,0.001208675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003258899,0.0001013202,0.006172124,0.0002171552,0.000004387316,0.001092853,0.9842609,0.00004492624,0.0009455172,0.0007279739,0.0002994862,0.006100699],"study_design_scores_gemma":[0.000008502707,0.0001287716,0.004135241,0.0002105413,0.000004770137,0.0003147914,0.9905702,0.0001865504,0.0002711147,0.0001987626,0.003959706,0.00001107986],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949248,0.0002484221,0.0009790967,0.001389923,0.00001756696,0.0003999756,0.00003577458,0.000006877331,0.001997492],"genre_scores_gemma":[0.9968926,0.0003713514,0.00116925,0.0003949334,0.000006455807,0.0003867132,0.0000241834,0.000006308496,0.0007483831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01687629,"threshold_uncertainty_score":0.08925134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09292936514271469,"score_gpt":0.3799339142990896,"score_spread":0.287004549156375,"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."}}