{"id":"W2897029053","doi":"10.5539/gjhs.v10n11p113","title":"Assessing the Quality of the Saudi Healthcare Referral System: Potential Improvements Implemented by Other Systems","year":2018,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Referral; Medicine; Health care; Family medicine; Healthcare system; MEDLINE; Nursing; Medical emergency; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0719965,0.0008689256,0.001756577,0.00867629,0.001009745,0.006298067,0.001957505,0.001180533,0.003023192],"category_scores_gemma":[0.1771727,0.0005260986,0.004789427,0.01019513,0.001137171,0.005091401,0.002178879,0.001340611,0.000270268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01070368,"about_ca_system_score_gemma":0.02855739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02756625,"about_ca_topic_score_gemma":0.03645468,"domain_scores_codex":[0.9394963,0.03393368,0.01176537,0.001430774,0.01217132,0.001202603],"domain_scores_gemma":[0.8126271,0.09692376,0.02996238,0.004878399,0.05376321,0.001845133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00090686,0.0003074622,0.1171766,0.2047727,0.007432805,0.0002337762,0.006518681,0.001745148,0.001072934,0.003561486,0.004841464,0.6514301],"study_design_scores_gemma":[0.001225042,0.004942932,0.3214423,0.4669625,0.03327317,0.001325671,0.02942129,0.004357607,0.005797417,0.003909145,0.1269764,0.0003664721],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2042199,0.7291602,0.009096947,0.02849542,0.001334135,0.002980445,0.00282748,0.0002442253,0.02164127],"genre_scores_gemma":[0.7219096,0.2336132,0.03723511,0.003544139,0.0002461367,0.00138705,0.001327071,0.00004497051,0.0006926812],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0719965,"threshold_uncertainty_score":0.3807585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06466265624309092,"score_gpt":0.4026297882331845,"score_spread":0.3379671319900936,"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."}}