{"id":"W4415412251","doi":"10.1111/grow.70075","title":"Health and Older Adult Return Migration in Canada","year":2025,"lang":"en","type":"article","venue":"Growth and Change","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Census; Activities of daily living; Climbing; Older people; Independent living; Health care","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008322013,0.00003991073,0.00007502497,0.00003799015,0.0002338334,0.00001689337,0.0000225888,0.000018105,0.000003283629],"category_scores_gemma":[0.00003689872,0.00003664955,0.000004737223,0.0001262225,0.000029077,0.00006420411,0.000009588393,0.00003374937,1.185128e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000559397,"about_ca_system_score_gemma":0.0002961999,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9957559,"about_ca_topic_score_gemma":0.9998018,"domain_scores_codex":[0.9995932,0.00004069601,0.00006909918,0.00009213097,0.00007474344,0.000130135],"domain_scores_gemma":[0.9998524,0.00002194517,0.00002259905,0.00002529528,0.00002329104,0.00005448268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002845663,0.000004852058,0.6158512,0.00005291024,0.000003363663,9.836244e-7,0.3609513,4.128964e-9,7.197444e-7,0.005537032,0.01281777,0.004776937],"study_design_scores_gemma":[0.0002220245,0.00001375998,0.9790217,0.00006112012,0.00000292764,1.402018e-7,0.01186279,0.00002755471,0.000007556025,0.001320479,0.007390064,0.00006988463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645357,0.004633758,0.00001031438,0.02935161,0.0001358278,0.000149581,0.000003784865,0.000008925236,0.001170468],"genre_scores_gemma":[0.9910588,0.00590183,0.00001104052,0.002601862,0.00009696039,0.00001637309,0.000003173813,0.00000124594,0.0003087609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3631704,"threshold_uncertainty_score":0.1798481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361113137155829,"score_gpt":0.2569522029541288,"score_spread":0.2433410715825706,"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."}}