{"id":"W2904372037","doi":"10.1016/j.ssmph.2018.100336","title":"Immigration factors and potentially avoidable hospitalizations in Canada","year":2018,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture; Cummings Foundation","keywords":"Immigration; Medicine; Business; Environmental health; Political science; Law","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":[0.0005482088,0.0003290191,0.0003120637,0.001109032,0.001832274,0.0008241314,0.000718998,0.0002882839,0.002008812],"category_scores_gemma":[0.002993011,0.0001905984,0.0006831185,0.00243386,0.000460612,0.0002417336,0.0008835411,0.0005999314,0.0001328819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01413545,"about_ca_system_score_gemma":0.02679509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9915496,"about_ca_topic_score_gemma":0.9930269,"domain_scores_codex":[0.9994742,0.00005124549,0.00003414851,0.00007679701,0.0001821953,0.0001814402],"domain_scores_gemma":[0.9983896,0.0001342248,0.0004747929,0.00003393048,0.0005469463,0.0004205361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000339306,0.00001555285,0.9967237,0.0000256759,0.00003937123,0.00005730092,0.0001391875,0.0001448809,0.00003062435,0.00007234139,0.0005371551,0.002180301],"study_design_scores_gemma":[0.000007100927,0.0000124012,0.9984434,0.00004792607,0.00002829724,0.00004538021,0.0004135826,0.000370724,0.00002494623,0.00003592881,0.0005643004,0.000006026593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919918,0.001401136,0.0001416472,0.0006312853,0.00002127176,0.00003227163,0.00346769,0.00001197712,0.002300908],"genre_scores_gemma":[0.9966817,0.0009694945,0.000241003,0.0001059604,0.000009310186,0.0000131512,0.001467202,0.000003901306,0.0005083134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01413545,"threshold_uncertainty_score":0.1025603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472507088150342,"score_gpt":0.284236338112372,"score_spread":0.2695112672308685,"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."}}