{"id":"W4280646633","doi":"10.5334/ijic.icic21199","title":"The EMBOLDEN study: Using intervention co-design to enhance physical and community mobility in older adults","year":2022,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Intervention (counseling); Primary care; Computer science; Medicine; Nursing; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001005956,0.00009047637,0.0002004482,0.0002196812,0.000160439,0.0000406502,0.0002404046,0.00002091715,0.00004814732],"category_scores_gemma":[0.0005514151,0.00006146215,0.0001262932,0.0001717788,0.00004769621,0.00008535571,0.00008437031,0.0008428528,0.000001047241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009653256,"about_ca_system_score_gemma":0.000174044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005456175,"about_ca_topic_score_gemma":0.000116403,"domain_scores_codex":[0.998048,0.0008494812,0.0004100241,0.00009905804,0.000504143,0.00008926507],"domain_scores_gemma":[0.9983818,0.0004568151,0.0001867356,0.0001211211,0.000791219,0.00006232506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.01637064,0.0112974,0.4689544,0.0001134928,0.0009993345,0.0003082776,0.1781821,0.003804232,0.01024585,0.00004235731,0.0009417965,0.3087401],"study_design_scores_gemma":[0.003677044,0.005120471,0.3957283,0.0007327175,0.00005826621,0.0002645323,0.5882907,0.001684836,0.00379085,0.00009984631,0.0004163805,0.0001360496],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976883,0.0002377804,0.0007065914,0.0002929662,0.0005349584,0.0004618184,0.00001984925,0.000006124829,0.00005161582],"genre_scores_gemma":[0.9995739,0.000008096722,0.0001651984,0.0001008347,0.00007423857,0.00002233528,0.000008212645,0.000008400923,0.00003870756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4101087,"threshold_uncertainty_score":0.3661823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01910605249283162,"score_gpt":0.3672227076843483,"score_spread":0.3481166551915167,"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."}}