{"id":"W4313455301","doi":"10.1080/17482631.2022.2156099","title":"The role of the private sector in noncommunicable disease prevention and management in low- and middle-income countries: a series of systematic reviews and thematic syntheses","year":2023,"lang":"en","type":"review","venue":"International Journal of Qualitative Studies on Health and Well-Being","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; Public Health Ontario; University of Toronto","funders":"Hospital for Sick Children; Mitacs; Aga Khan Foundation Canada; Aga Khan Foundation","keywords":"Low and middle income countries; Private sector; Thematic map; Thematic analysis; Business; Low income; Economic growth; Public economics; Developing country; Economics; Socioeconomics; Geography; Qualitative research; Sociology; Social science; Cartography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0662813,0.00136227,0.004533245,0.02966855,0.001647644,0.005800895,0.001658048,0.002325853,0.002550019],"category_scores_gemma":[0.1222154,0.001208346,0.004404397,0.02915737,0.002247863,0.005670465,0.0042359,0.001409607,0.0002154772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01445199,"about_ca_system_score_gemma":0.04056649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009768652,"about_ca_topic_score_gemma":0.02195555,"domain_scores_codex":[0.9524183,0.02733986,0.01295184,0.001808216,0.004411541,0.001070178],"domain_scores_gemma":[0.878186,0.09640846,0.01358388,0.002232091,0.008933271,0.0006563714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001439338,0.00003298059,0.001791962,0.8964285,0.003326691,0.0001700983,0.007001861,0.0002619921,0.0003463457,0.00364515,0.00346731,0.08338308],"study_design_scores_gemma":[0.00008087912,0.0001072218,0.003216829,0.9402657,0.007947166,0.0001879124,0.009651186,0.0001562652,0.0003814898,0.00165039,0.03632109,0.00003400496],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005487698,0.9802011,0.002099738,0.004744259,0.0006465404,0.003839349,0.0011563,0.00002352828,0.001801474],"genre_scores_gemma":[0.06094573,0.9098637,0.01246443,0.003082746,0.0002357509,0.01242846,0.0005619095,0.00001594181,0.0004014031],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0662813,"threshold_uncertainty_score":0.3505332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1999174802297419,"score_gpt":0.470788783136169,"score_spread":0.2708713029064271,"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."}}