{"id":"W4388534245","doi":"10.3390/ijerph20227035","title":"Suitability of the Attitudes to Aging Questionnaire Short Form for Use among Adults in Their 50s: A Cross-Sectional e-Survey Study","year":2023,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; University of Alberta","keywords":"Psychosocial; Psychology; Context (archaeology); Generativity; Clinical psychology; Scale (ratio); Cross-sectional study; Gerontology; Developmental psychology; Medicine; Psychiatry","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":[0.006125669,0.0001656694,0.0002965435,0.001109859,0.0007084717,0.000829315,0.000290721,0.0004982081,0.000982001],"category_scores_gemma":[0.01692942,0.0001737657,0.0005166184,0.001404622,0.0003590466,0.00081626,0.0005128605,0.0005979446,0.0004196007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007074407,"about_ca_system_score_gemma":0.001073729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.033453,"about_ca_topic_score_gemma":0.05013907,"domain_scores_codex":[0.9976767,0.000744108,0.0004117437,0.0001714441,0.0007549889,0.0002410624],"domain_scores_gemma":[0.9932061,0.00190028,0.001335703,0.000415402,0.002529097,0.0006134126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002368129,0.00007503066,0.9954986,0.00001336594,0.00001350951,0.0000262325,0.0006128577,0.000023421,0.0001191314,0.0000184721,0.0002579301,0.003317846],"study_design_scores_gemma":[0.000004628793,0.0001380161,0.9977216,0.00001264483,0.000007513187,0.00007817087,0.001170419,0.000157181,0.00004570438,0.0000105426,0.0006484377,0.00000504652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969745,0.00008331415,0.0002018847,0.0001615913,0.0000140595,0.0001701249,0.001015836,0.000005509836,0.001373353],"genre_scores_gemma":[0.9974438,0.0001353506,0.0005754682,0.000255234,0.00001108114,0.0001806468,0.001100319,0.000004265212,0.0002938418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.033453,"threshold_uncertainty_score":0.06651652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2203233962992553,"score_gpt":0.5088123043791594,"score_spread":0.2884889080799041,"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."}}