{"id":"W4415579889","doi":"10.1093/eurpub/ckaf161.1488","title":"A sustainable social business model for achieving universal health coverage","year":2025,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Reach Technologies (Canada)","funders":"","keywords":"Universal design; Revenue; Equity (law); Business model; Population health; Population; Health care; eHealth; Social determinants of health","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":[0.007980935,0.0009411953,0.0003031684,0.001789754,0.005209988,0.0125655,0.00222567,0.005769419,0.02211077],"category_scores_gemma":[0.007933152,0.000388682,0.001107167,0.001177745,0.006665205,0.009901125,0.01828781,0.004954879,0.004423331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005904186,"about_ca_system_score_gemma":0.0192745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002836169,"about_ca_topic_score_gemma":0.003083232,"domain_scores_codex":[0.9933668,0.003353186,0.0001243684,0.0005084603,0.001426788,0.001220437],"domain_scores_gemma":[0.9940073,0.00141313,0.0003578646,0.0004962397,0.001036296,0.002689168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004397881,0.0004677115,0.001780569,0.0001453662,0.00003446962,0.0005159846,0.001348185,0.005812519,0.0005919889,0.9173581,0.0336679,0.03823324],"study_design_scores_gemma":[0.00007413924,0.0002311591,0.0008667007,0.0003331287,0.00002425271,0.0002988334,0.00430247,0.01978515,0.0006582391,0.6438099,0.3295623,0.00005367405],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04898278,0.0008953866,0.119389,0.2039245,0.001305418,0.001295332,0.0003502962,0.0007254769,0.6231318],"genre_scores_gemma":[0.8727438,0.001343587,0.04286994,0.01261218,0.0007237925,0.0008772509,0.0002971818,0.0001910825,0.06834125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02211077,"threshold_uncertainty_score":0.07396787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04940573569622234,"score_gpt":0.2793414497742354,"score_spread":0.229935714078013,"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."}}