{"id":"W2765949499","doi":"10.1136/bmjgh-2017-000515","title":"Fighting TB stigma: we need to apply lessons learnt from HIV activism","year":2017,"lang":"en","type":"editorial","venue":"BMJ Global Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Bill and Melinda Gates Foundation","keywords":"Poverty; Stigma (botany); Tuberculosis; Human immunodeficiency virus (HIV); Social stigma; Medicine; Economic growth; Public health; Environmental health; Development economics; Psychiatry; Virology; Economics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001033955,0.000504135,0.001337762,0.0001978886,0.0007507069,0.0002097346,0.0007294051,0.0007541851,0.0004581307],"category_scores_gemma":[0.004714456,0.000452043,0.0004889931,0.0002501258,0.0001085878,0.0001361213,0.000405743,0.001891425,0.002026955],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002178676,"about_ca_system_score_gemma":0.006614356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0175055,"about_ca_topic_score_gemma":0.004161406,"domain_scores_codex":[0.9946453,0.0003258311,0.0008501905,0.0009474237,0.001896953,0.001334306],"domain_scores_gemma":[0.9954164,0.0004101881,0.0005809454,0.00137285,0.0004457664,0.00177386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004129783,0.0002289399,0.00006938188,0.0005357016,0.0001703742,0.00009741903,0.0001411115,0.000001147981,0.00001084293,0.0001136265,0.9042954,0.09392302],"study_design_scores_gemma":[0.001770787,0.002053585,0.0006240082,0.005226554,0.00006963983,0.000009546886,0.0002508979,0.0001561371,0.000008110331,0.0002617857,0.9892402,0.0003287075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005803187,0.004803741,0.004484314,0.1825354,0.7023323,0.006600291,0.02357339,0.0005106534,0.07457958],"genre_scores_gemma":[0.002329618,0.001185869,0.001837053,0.0004856437,0.9034586,0.000336735,0.004188558,0.000105738,0.08607218],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2011263,"threshold_uncertainty_score":0.9997931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05070107982420435,"score_gpt":0.4676458568668462,"score_spread":0.4169447770426418,"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."}}