{"id":"W2266436058","doi":"10.1093/eurpub/cku163.092","title":"Geographic distribution and prevalence of complex health and social needs in British Columbia, Canada","year":2014,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mental illness; Distribution (mathematics); Mental health; Geography; Social justice; Environmental health; Medicine; Psychiatry; Criminology; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006430182,0.0004208704,0.0005050352,0.003509949,0.005143487,0.001817929,0.002370383,0.0006727785,0.005884354],"category_scores_gemma":[0.002632615,0.0003871964,0.0004545644,0.00833676,0.001353619,0.0005865454,0.001594171,0.0009042266,0.0005348322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04602011,"about_ca_system_score_gemma":0.07290985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9990147,"about_ca_topic_score_gemma":0.9995458,"domain_scores_codex":[0.998757,0.00007382203,0.0001095095,0.0001668233,0.0003583077,0.0005345473],"domain_scores_gemma":[0.9962711,0.0001750971,0.0004505553,0.00008545402,0.001962139,0.001055655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007583686,0.00005662033,0.9750862,0.0001736542,0.00007575951,0.0002877272,0.002999801,0.0001858318,0.0002038996,0.0004285488,0.008064905,0.01236125],"study_design_scores_gemma":[0.000009154453,0.00001613154,0.98751,0.0002151767,0.00003370995,0.0001702311,0.008964459,0.0002274859,0.00005786124,0.0001047942,0.002661743,0.00002925118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647964,0.004618996,0.0001752739,0.002448533,0.00005803013,0.0001250639,0.01666063,0.00004746047,0.01106948],"genre_scores_gemma":[0.9920592,0.001999279,0.0002633162,0.0003351515,0.00001012084,0.0000496371,0.002414976,0.00001484735,0.0028533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04602011,"threshold_uncertainty_score":0.3339009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04197972998953411,"score_gpt":0.2910198742135907,"score_spread":0.2490401442240565,"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."}}