{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006193382,0.0001843465,0.000244024,0.001345723,0.004615023,0.0014266,0.0008031165,0.0005091303,0.004203535],"category_scores_gemma":[0.002572056,0.000116392,0.0004245024,0.003042259,0.0009225848,0.000474557,0.001601666,0.001115792,0.0002448726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01906765,"about_ca_system_score_gemma":0.03037426,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9901633,"about_ca_topic_score_gemma":0.9952345,"domain_scores_codex":[0.999249,0.00007155448,0.00003861901,0.00005374558,0.0001734715,0.0004135642],"domain_scores_gemma":[0.9978769,0.00009217381,0.0003641649,0.000037093,0.0009020698,0.0007276568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005557721,0.00007827342,0.9664383,0.00008983906,0.00002887105,0.0003204751,0.008122051,0.0001118713,0.00007121095,0.001013012,0.006242073,0.01742843],"study_design_scores_gemma":[0.000004685706,0.00002262686,0.9730344,0.0001358413,0.00001124628,0.00007167249,0.02101877,0.0001189872,0.00002595781,0.00009704532,0.005447296,0.00001145458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780627,0.00199181,0.00005983276,0.004264699,0.0000872484,0.00005934705,0.002583666,0.00001171536,0.01287902],"genre_scores_gemma":[0.9936233,0.001541818,0.00008917812,0.0004686698,0.0000183649,0.00001931511,0.000735033,0.000003840421,0.003500518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01906765,"threshold_uncertainty_score":0.1383461,"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."}}