{"id":"W2561909666","doi":"10.5339/qfarc.2016.hbpp2358","title":"Shedding Light on the Roots of Dissatisfaction with Health Care Services in the State of Qatar: An Exploratory Study","year":2016,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Conference Proceedings Volume 2016 Issue 1","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Context (archaeology); Medicine; Public health; Population; Nursing; Interview; Family medicine; Gerontology; Environmental health; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004758106,0.0001510596,0.000308375,0.0004707862,0.0002656733,0.0001371492,0.0006138563,0.00004076603,0.0002172711],"category_scores_gemma":[0.0002437328,0.00008779295,0.00002527657,0.0005497506,0.0001504417,0.001110149,0.0001107533,0.000251824,0.0001773216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000238049,"about_ca_system_score_gemma":0.0002043202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008727172,"about_ca_topic_score_gemma":0.008106031,"domain_scores_codex":[0.9979174,0.0001640547,0.000653611,0.0004470043,0.0003805472,0.0004374117],"domain_scores_gemma":[0.9981995,0.000132454,0.0004617211,0.0003527387,0.0007528428,0.0001007786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006673188,0.0009271034,0.109224,0.001205688,0.0001080941,0.000002703521,0.5391184,0.000008496088,0.0001602919,0.2129191,0.003173528,0.1324852],"study_design_scores_gemma":[0.002022437,0.007943942,0.2488928,0.001191298,0.000008635751,0.000001279481,0.5558895,0.0006481766,0.000452989,0.01215035,0.1702716,0.0005269422],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728401,0.0001288013,0.000213295,0.02290807,0.0000699708,0.001602247,0.0001754911,0.00001991268,0.002042116],"genre_scores_gemma":[0.9989113,0.000207532,0.00003407596,0.0001641123,0.00006009145,0.0001884085,0.0000125795,0.00001764649,0.0004042804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2007688,"threshold_uncertainty_score":0.9978738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07567029326680497,"score_gpt":0.3609052415704792,"score_spread":0.2852349483036742,"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."}}