{"id":"W2127473698","doi":"10.1111/j.1475-6773.2005.00407.x","title":"Physician Visits, Hospitalizations, and Socioeconomic Status: Ambulatory Care Sensitive Conditions in a Canadian Setting","year":2005,"lang":"en","type":"article","venue":"Health Services Research","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":262,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"","keywords":"Socioeconomic status; Medicine; Ambulatory; Ambulatory care; Census; Household income; Public health; Population; Health care; Environmental health; Gerontology; Demography; Geography; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001780439,0.0001858061,0.0004046961,0.0008142333,0.003042223,0.00003625651,0.0001770954,0.0002317874,0.000213266],"category_scores_gemma":[0.00003268375,0.0002048556,0.000035558,0.0004209831,0.0000832818,0.0004010007,0.0001643526,0.001296342,0.0006226054],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007585616,"about_ca_system_score_gemma":0.01381607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6505578,"about_ca_topic_score_gemma":0.9524391,"domain_scores_codex":[0.9946972,0.001357201,0.000709883,0.0004904891,0.0003278102,0.00241738],"domain_scores_gemma":[0.9968936,0.0008685456,0.0002184477,0.0003479369,0.0004852868,0.001186182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003102989,0.00004482144,0.7709055,0.004856704,0.0000244192,0.00001587785,0.1844552,0.00003636843,0.00001035637,0.003631716,0.01963171,0.01635629],"study_design_scores_gemma":[0.0007280554,0.00007329777,0.6891451,0.000401551,0.00000297536,7.786731e-7,0.1254465,0.0005647107,0.000002943959,0.0001671998,0.1832886,0.0001782686],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.92191,0.005870671,0.000001900578,0.05516236,0.000219397,0.002402202,0.0007042538,0.00009404532,0.01363514],"genre_scores_gemma":[0.9036802,0.00169821,0.0001899906,0.09298525,0.0004182713,0.0002066734,0.0005452178,0.00004444511,0.0002317191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3018813,"threshold_uncertainty_score":0.9982557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02604668796074464,"score_gpt":0.4625512535672889,"score_spread":0.4365045656065443,"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."}}