{"id":"W747889377","doi":"10.13189/ujph.2015.030304","title":"Health Status Change of English, French and Chinese Immigrants in Ottawa and Gatineau, Canada","year":2015,"lang":"en","type":"article","venue":"Universal Journal of Public Health","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Geography; Demography; Sociology; Archaeology","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":[0.002236012,0.0001328198,0.0004878115,0.0004242123,0.00006217256,0.00001393508,0.0001122505,0.00006594208,0.00003988867],"category_scores_gemma":[0.0003734836,0.0001148253,0.00002183153,0.0004046835,0.00005900373,0.000343243,0.00001969604,0.0003340024,3.387962e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004427692,"about_ca_system_score_gemma":0.005830135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8972716,"about_ca_topic_score_gemma":0.9325838,"domain_scores_codex":[0.9976,0.0005580053,0.0007600923,0.0001589499,0.0003280375,0.0005949807],"domain_scores_gemma":[0.9969487,0.0001247507,0.0007503559,0.000132469,0.0004969976,0.001546762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005988887,0.0001660619,0.7753941,0.000172112,0.0000326876,0.00003059628,0.1648279,0.000001215455,3.241236e-7,0.001511379,0.01888659,0.0389171],"study_design_scores_gemma":[0.003467106,0.0009118433,0.927195,0.00006239,0.000002576048,0.00003726532,0.02173521,0.00002336809,1.467466e-7,0.00006866552,0.04640669,0.00008977491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797417,0.007266605,0.00006613998,0.01109879,0.0008233443,0.0002429818,0.00007002249,0.000006152837,0.0006842457],"genre_scores_gemma":[0.9969711,0.0007740608,0.0003226343,0.001584118,0.0002613421,0.000001155779,0.0000110606,0.00001096512,0.00006360352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1518008,"threshold_uncertainty_score":0.9998059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04430148232277668,"score_gpt":0.3177444874224219,"score_spread":0.2734430050996452,"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."}}