{"id":"W2993832905","doi":"","title":"Classification of Canadian immigrants into visible minority groups using country of birth and mother tongue.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Ethnic group; Immigration; Demography; Latin Americans; First language; Chinese americans; Citizenship; Confidence interval; Geography; Politics; Political science","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":[0.00184518,0.0004848184,0.0002969645,0.00444823,0.002423018,0.00124876,0.001190699,0.0003630067,0.00289913],"category_scores_gemma":[0.0066785,0.0002367844,0.0005970633,0.003724254,0.0004734281,0.0003804793,0.001447089,0.0004480774,0.0005424292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009902503,"about_ca_system_score_gemma":0.02080802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.983748,"about_ca_topic_score_gemma":0.9876188,"domain_scores_codex":[0.9987758,0.00008249228,0.00009542952,0.0002009088,0.0006052519,0.0002400746],"domain_scores_gemma":[0.9962434,0.0002250887,0.0008230953,0.0001821373,0.002075602,0.0004506578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001055155,0.00001566252,0.9798503,0.00008572068,0.00004957249,0.00006548358,0.001115896,0.00008972096,0.0002336632,0.0001566824,0.004686794,0.01354505],"study_design_scores_gemma":[0.00001066913,0.00001875027,0.9902007,0.0001360933,0.00005890515,0.00009768954,0.00264681,0.0009032394,0.0003853714,0.00009007971,0.005426809,0.00002485406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531749,0.001205457,0.001179512,0.000655407,0.00006954182,0.0002748972,0.03180746,0.00009337763,0.01153938],"genre_scores_gemma":[0.9810678,0.0007501972,0.002611569,0.0001731004,0.00001422024,0.00009839742,0.01263817,0.00002099534,0.002625473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01625198,"threshold_uncertainty_score":0.07184803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03407449335481352,"score_gpt":0.270721737090395,"score_spread":0.2366472437355815,"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."}}