{"id":"W2086405156","doi":"10.1177/135581960300800104","title":"Who are the High Hospital Users? A Canadian Case Study","year":2003,"lang":"en","type":"article","venue":"Journal of Health Services Research & Policy","topic":"Global Health Care Issues","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Manitoba; Manitoba Health","funders":"Canada Research Chairs; Canadian Institute for Advanced Research","keywords":"Census; Neighbourhood (mathematics); Population; Household income; Health care; Demography; Medicine; Public health; Geography; Socioeconomic status; Gerontology; Socioeconomics; Environmental health; Nursing; Sociology; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001419669,0.001169077,0.0007016005,0.002930792,0.02304186,0.002682165,0.002511865,0.002859774,0.003382351],"category_scores_gemma":[0.00369867,0.0009313276,0.0006570253,0.007667507,0.002920044,0.001136263,0.002639327,0.002799076,0.0003558643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05048687,"about_ca_system_score_gemma":0.03570858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.968056,"about_ca_topic_score_gemma":0.9836806,"domain_scores_codex":[0.9973422,0.0004024856,0.0001130105,0.0002531401,0.0005698337,0.0013193],"domain_scores_gemma":[0.9980516,0.0002023196,0.0003326473,0.00007558011,0.0004460014,0.0008917765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003606469,0.0008461081,0.4245105,0.0006597606,0.0001163855,0.3810774,0.1209144,0.0004789974,0.001786675,0.007935955,0.01898539,0.0423279],"study_design_scores_gemma":[0.00008039914,0.0004267314,0.3802868,0.001260637,0.0001887207,0.2130217,0.3578569,0.001677875,0.0006495611,0.001545334,0.04265274,0.0003526224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667108,0.003429715,0.0004387343,0.00616691,0.00009272875,0.0003870831,0.0005728904,0.00002358337,0.02217757],"genre_scores_gemma":[0.9878671,0.004968778,0.001017153,0.001681225,0.0000571836,0.00008491591,0.0002004797,0.00002596394,0.004097124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05048687,"threshold_uncertainty_score":0.3663096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1070718753038271,"score_gpt":0.5536399554849982,"score_spread":0.4465680801811712,"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."}}