{"id":"W7132866780","doi":"","title":"The Relationship between Life Satisfaction and Hospitalizations for Ambulatory Care Sensitive Conditions: A Population Cohort Study","year":2019,"lang":"","type":"dissertation","venue":"TSpace","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ambulatory care; Socioeconomic status; Cohort study; Ambulatory; Prospective cohort study; Life satisfaction; Population; Outpatient visits","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007891693,0.0002520867,0.0002874331,0.0005661192,0.0008113122,0.0007375182,0.0003671173,0.0004095134,0.00143114],"category_scores_gemma":[0.00110929,0.0003195781,0.0005746736,0.001308464,0.0002878508,0.000351307,0.00047486,0.000736305,0.0002791617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103784,"about_ca_system_score_gemma":0.001234989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2012767,"about_ca_topic_score_gemma":0.2183037,"domain_scores_codex":[0.9996151,0.00007306089,0.00002699386,0.00005754326,0.0001008324,0.0001264209],"domain_scores_gemma":[0.9991848,0.0000487764,0.000218066,0.00008032549,0.0001573525,0.0003106788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008369105,0.00006646659,0.9989169,0.000002734721,0.00005458302,0.00002561912,0.0001020563,0.000008264816,0.00006618265,0.000007587889,0.0001747933,0.0004912133],"study_design_scores_gemma":[0.000008703742,0.00006234326,0.9995918,0.00000178154,0.00001676574,0.00002469455,0.0001215762,0.00005372112,0.000007344231,0.0000036905,0.0001058189,0.000001830449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985959,0.00006434722,0.00004349668,0.00007021309,0.000004407469,0.00001678408,0.0008776466,0.000002454099,0.0003247141],"genre_scores_gemma":[0.9986815,0.00007740407,0.00004372396,0.00004545774,0.000006844595,0.00001372211,0.0007405658,0.000001495184,0.000389265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2012767,"threshold_uncertainty_score":0.4002103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09111651097749786,"score_gpt":0.4778978270959731,"score_spread":0.3867813161184752,"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."}}