{"id":"W4412040720","doi":"10.4103/jsip.jsip_2025_vol_abstract_s55","title":"Abstract No: 354 Comparison of Biopsychosocial Health of Retired Women and Elderly Homemakers","year":2025,"lang":"en","type":"article","venue":"Journal of Society of Indian Physiotherapists","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biopsychosocial model; Gerontology; Medicine; Psychology; Physical therapy; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002036544,0.0001462727,0.000961634,0.0001628784,0.0002889478,0.000005444087,0.0002514613,0.0002477113,0.0001259061],"category_scores_gemma":[0.0000988531,0.0001274127,0.0002515957,0.0004124685,0.0003147036,0.00009231287,0.00002778616,0.0008834769,0.000002916307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003091449,"about_ca_system_score_gemma":0.00245235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003984795,"about_ca_topic_score_gemma":0.00001817437,"domain_scores_codex":[0.9968747,0.0002832565,0.001621342,0.0001471623,0.0005404514,0.000533108],"domain_scores_gemma":[0.9962282,0.0005842608,0.002087087,0.0002005267,0.0006088487,0.0002910452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002660368,0.001780913,0.2253426,0.1158129,0.00120128,0.0000033449,0.3158621,0.00001223198,0.09870222,0.0001948167,0.1691356,0.06929149],"study_design_scores_gemma":[0.009223294,0.003812571,0.917109,0.01454552,0.00000741426,0.000002085679,0.04434227,0.00004652068,0.002413591,0.003162109,0.005020752,0.0003148663],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908743,0.00266196,0.00002185709,0.005116607,0.0003748306,0.000416535,0.00003163331,0.000006433479,0.0004958241],"genre_scores_gemma":[0.9955167,0.002538703,0.0007361933,0.0007757575,0.0001981711,0.00000531862,0.000002073197,0.00001835272,0.0002087552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6917664,"threshold_uncertainty_score":0.5195737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02923597744721069,"score_gpt":0.4574137361404099,"score_spread":0.4281777586931992,"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."}}