{"id":"W3014849329","doi":"10.3389/fsoc.2020.00018","title":"New Machine, Old Cough: Technology and Tuberculosis in Patna","year":2020,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Reputation; Government (linguistics); Business; Biomedicine; Work (physics); Public relations; Private sector; GeneXpert MTB/RIF; Health technology; Service provider; Health care; Medicine; Marketing; Tuberculosis; Economic growth; Economics; Engineering; Political science; Service (business); Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002389715,0.0002625981,0.0003084016,0.001922003,0.01382379,0.01159333,0.001037929,0.004406447,0.008975817],"category_scores_gemma":[0.0082957,0.0004835738,0.0003135471,0.002133379,0.0240338,0.007101481,0.006904156,0.006942931,0.0008193685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007177215,"about_ca_system_score_gemma":0.003409255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01234261,"about_ca_topic_score_gemma":0.01214353,"domain_scores_codex":[0.9952147,0.002872395,0.0001179679,0.0004168336,0.0005373121,0.0008408739],"domain_scores_gemma":[0.9911969,0.004916904,0.001572959,0.0002835792,0.0004243439,0.001605356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001143364,0.0002212877,0.03184086,0.0004307368,0.00002904689,0.004565863,0.8068576,0.0001758578,0.001799721,0.111932,0.01425164,0.02778099],"study_design_scores_gemma":[0.00002016459,0.0001925711,0.0536871,0.000583647,0.00002468613,0.003302405,0.6895715,0.0004597324,0.000592951,0.02242434,0.2290226,0.0001181746],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6620359,0.007262609,0.002633967,0.2002176,0.0005452895,0.00007229058,0.00007713954,0.0000787808,0.1270764],"genre_scores_gemma":[0.9805916,0.00184179,0.000437737,0.007623995,0.0001770039,0.00002661707,0.00001280412,0.0000210672,0.009267462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9861762,"threshold_uncertainty_score":0.05207461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01860289700912719,"score_gpt":0.2959948586576598,"score_spread":0.2773919616485326,"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."}}