{"id":"W4412091655","doi":"10.1080/00325481.2025.2530921","title":"Analysis of frailty determinants in chronic stroke patients","year":2025,"lang":"en","type":"article","venue":"Postgraduate Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stroke (engine); Gerontology; Physical medicine and rehabilitation; Physical therapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009667368,0.0002520324,0.0003458259,0.0007977841,0.0002881643,0.0004453933,0.000171873,0.0002363257,0.0009384664],"category_scores_gemma":[0.003621249,0.0001105175,0.0005282412,0.0006270165,0.0002168991,0.0002683656,0.0004667624,0.0003422042,0.00009408793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001571744,"about_ca_system_score_gemma":0.000330472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002802545,"about_ca_topic_score_gemma":0.002620512,"domain_scores_codex":[0.9995486,0.0001796679,0.00004715763,0.00007219044,0.00007163767,0.00008073311],"domain_scores_gemma":[0.9986191,0.0004130713,0.0005727811,0.00006831911,0.0001373346,0.0001894128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000679294,0.00001215723,0.9987873,0.000004234569,0.00003049311,0.00002369804,0.00002420061,0.0000397962,0.00005059401,0.00000742255,0.00002270293,0.0009293447],"study_design_scores_gemma":[0.000003565019,0.00009762946,0.9992517,0.000004043372,0.0000186418,0.0001091893,0.00005957041,0.0003469989,0.00002729637,0.00003299826,0.00004661852,0.000001776779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995829,0.0001316005,0.00009096497,0.00002141697,0.000001609996,0.000003593698,0.00007860614,0.000001085533,0.00008813735],"genre_scores_gemma":[0.9997812,0.00003318584,0.00004649777,0.000005445529,0.000003326919,0.000002714176,0.0001010326,3.174179e-7,0.00002627171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002802545,"threshold_uncertainty_score":0.005572498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02480202945639534,"score_gpt":0.3323586707596778,"score_spread":0.3075566413032825,"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."}}