{"id":"W2292232076","doi":"10.2147/ieh.s60808","title":"The use of sustainable and scalable health care technologies in developing countries","year":2016,"lang":"en","type":"article","venue":"Innovation and Entrepreneurship in Health","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Scalability; Business; Health care; Developing country; Environmental economics; Computer science; Economic growth; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.001251789,0.0001017684,0.0001640063,0.0001644329,0.0002097887,0.00003032695,0.00007935551,0.0000532296,0.00001128188],"category_scores_gemma":[0.0004815272,0.00007077982,0.000005119773,0.0007059201,0.0003225431,0.0003170119,0.0001588201,0.0001123897,0.000003124787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006632424,"about_ca_system_score_gemma":0.0001337711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002383211,"about_ca_topic_score_gemma":0.001640754,"domain_scores_codex":[0.9983249,0.0001765216,0.0005287829,0.0003386241,0.0001679884,0.0004631434],"domain_scores_gemma":[0.9991399,0.0003828567,0.0002277246,0.0001943106,0.00002070007,0.00003448897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001726873,0.00001045074,0.8617948,0.000139847,9.426787e-7,0.000001857545,0.001612069,0.00002629896,0.00002900073,0.01899484,0.0001018705,0.1172708],"study_design_scores_gemma":[0.0006260414,0.00009973357,0.8828477,0.0003412341,5.767854e-7,0.000004037217,0.006633435,0.00004105187,0.0006747908,0.003046556,0.1055368,0.000147983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9443776,0.0006486367,0.0004183588,0.05389905,0.00002521399,0.0005359508,0.000004269863,0.00003108838,0.00005985426],"genre_scores_gemma":[0.9915161,0.00597566,0.0005945601,0.001756146,0.000003094888,0.00003424694,0.000002274415,0.000008192419,0.0001097408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1171228,"threshold_uncertainty_score":0.3602718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03548682757344125,"score_gpt":0.2828023984408312,"score_spread":0.24731557086739,"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."}}