{"id":"W4389222390","doi":"10.32920/ihtp.v3i3.1945","title":"Beyond reverse innovation in healthcare: A step towards global health justice through reciprocity","year":2023,"lang":"en","type":"article","venue":"International Health Trends and Perspectives","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reciprocity (cultural anthropology); Health care; Premise; Public relations; Reciprocal; Business; Resource (disambiguation); Sociology; Knowledge management; Political science; Economics; Economic growth; Computer science; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001901346,0.0002054557,0.0004076855,0.0006108083,0.0003484956,0.00009828153,0.0002129527,0.0001064395,0.00007375167],"category_scores_gemma":[0.000514282,0.0001986372,0.00004999621,0.002860973,0.0000965551,0.0007616375,0.0001769968,0.0002780079,0.00005534957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008688755,"about_ca_system_score_gemma":0.0003341628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1302012,"about_ca_topic_score_gemma":0.007235819,"domain_scores_codex":[0.9974999,0.00008963294,0.0008449306,0.0005130725,0.0003272049,0.0007252192],"domain_scores_gemma":[0.9988831,0.00007138892,0.0005094828,0.0001538553,0.000325608,0.00005654386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005851541,0.00005971128,0.005763805,0.0002365281,0.00001389705,0.000003497208,0.0006508686,0.00004668389,1.412889e-7,0.6238738,0.2283086,0.1409839],"study_design_scores_gemma":[0.0006754725,0.00006931418,0.4036138,0.00006711956,0.00000344405,0.000007136234,0.00217248,0.003900209,2.313893e-8,0.0379981,0.5513426,0.0001502897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01513947,0.0008627131,0.0002305101,0.9583673,0.001534291,0.0002238117,0.0001273473,0.0001801885,0.02333431],"genre_scores_gemma":[0.7895957,0.002849387,0.0009980227,0.2033012,0.002312026,0.0000644765,0.0004032581,0.00002325806,0.0004527062],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7744562,"threshold_uncertainty_score":0.8755909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08315551431953441,"score_gpt":0.4160808493110101,"score_spread":0.3329253349914757,"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."}}