{"id":"W4416234225","doi":"10.5588/ijtldopen.25.0340","title":"Building sustainable TB care systems: managing incentives in private sector engagement","year":2025,"lang":"en","type":"article","venue":"IJTLD OPEN","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Incentive; Private sector; Payment; Sustainability; Health care; Quality (philosophy); Dependency (UML)","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":[0.05613399,0.0007657095,0.000898327,0.002317194,0.007750013,0.02055775,0.003059609,0.006107413,0.01183822],"category_scores_gemma":[0.08760706,0.0008615789,0.0008849693,0.00173379,0.009553857,0.01686445,0.02362718,0.006316265,0.001515698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01202511,"about_ca_system_score_gemma":0.04607726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004730573,"about_ca_topic_score_gemma":0.007651031,"domain_scores_codex":[0.9611384,0.02782495,0.001158016,0.001842357,0.002952559,0.005083815],"domain_scores_gemma":[0.9017107,0.04975342,0.01043196,0.004195114,0.006895176,0.02701354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003587298,0.001393247,0.04046939,0.001786061,0.0002918001,0.0009882131,0.01339773,0.0219259,0.001575808,0.4408347,0.06478517,0.4121932],"study_design_scores_gemma":[0.0003506862,0.0006633998,0.01090096,0.0030122,0.00009147895,0.0003419328,0.01337802,0.01753018,0.0007624871,0.7869482,0.165823,0.0001974423],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1522954,0.0142231,0.179506,0.5368187,0.003041296,0.002284349,0.0004843588,0.0006528532,0.1106939],"genre_scores_gemma":[0.9209926,0.004771364,0.05111498,0.01201016,0.001244746,0.001548646,0.0001427646,0.0001227457,0.008052072],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05613399,"threshold_uncertainty_score":0.2968685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03529966901154655,"score_gpt":0.3877538876976876,"score_spread":0.352454218686141,"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."}}