{"id":"W4392202523","doi":"10.1136/bmjgh-2024-015212","title":"Unlocking the potential of informal healthcare providers in tuberculosis care: insights from India","year":2024,"lang":"en","type":"editorial","venue":"BMJ Global Health","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"Bill and Melinda Gates Foundation","keywords":"Tuberculosis; Health care; Medicine; Nursing; Business; Economic growth; Pathology","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":[0.01508169,0.001742245,0.001920656,0.002729199,0.002907499,0.009670514,0.003043132,0.01433683,0.006337206],"category_scores_gemma":[0.05680916,0.0007159802,0.001842166,0.00258221,0.003236074,0.005089481,0.001542304,0.02155093,0.002288777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003618658,"about_ca_system_score_gemma":0.007430972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008217302,"about_ca_topic_score_gemma":0.0255603,"domain_scores_codex":[0.993968,0.002474571,0.000675088,0.0003915639,0.002056675,0.000434156],"domain_scores_gemma":[0.9175233,0.06795514,0.00151986,0.0006263092,0.009337927,0.00303743],"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":[0.00003564728,0.000007453749,0.00006401256,0.0004174941,0.00003499379,0.00009237388,0.00008624492,0.00002793671,0.00001416081,0.00134139,0.9938961,0.003982192],"study_design_scores_gemma":[0.0001256601,0.0000440265,0.001452613,0.002722812,0.0002630962,0.0001955689,0.000833853,0.0002910744,0.0001058788,0.006807745,0.9870968,0.00006083478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000254396,0.03237985,0.0001670823,0.2763205,0.6880215,0.00001697853,0.0002362238,0.00004037416,0.002562988],"genre_scores_gemma":[0.004358157,0.03117967,0.0001771417,0.07014833,0.886593,0.00003136835,0.0000614419,0.00005343248,0.007397471],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01508169,"threshold_uncertainty_score":0.07976055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291984841829162,"score_gpt":0.2941731903607339,"score_spread":0.2812533419424423,"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."}}