{"id":"W2958809382","doi":"10.1002/cl2.38","title":"PROTOCOL: Personal assistance for non‐demented older adults (65+) with impairments","year":2007,"lang":"en","type":"article","venue":"Campbell Systematic Reviews","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Gerontology; Population; Intellectual disability; Medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003507877,0.0005155309,0.001917479,0.000130958,0.0001328632,0.00004255443,0.0002433474,0.0001411848,0.0001495978],"category_scores_gemma":[0.0008318346,0.0003061419,0.0003861036,0.0003989363,0.00007489908,0.0001366819,0.00003260553,0.0002070468,0.000286743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003354439,"about_ca_system_score_gemma":0.0001184646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009629247,"about_ca_topic_score_gemma":0.00004658916,"domain_scores_codex":[0.9957314,0.0001911895,0.001987782,0.0006432124,0.0007534818,0.0006929018],"domain_scores_gemma":[0.996817,0.0003225745,0.001177626,0.0008983435,0.0004180572,0.0003663909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001197054,0.0007951623,0.006126521,0.9520286,0.0003752539,0.0001147727,0.003623904,1.936678e-7,0.0003247211,0.00002945435,0.03020454,0.005179874],"study_design_scores_gemma":[0.03620386,0.004061909,0.01784837,0.7637554,0.001733296,0.001479175,0.003140103,0.001258025,0.001096177,0.00001729825,0.1678151,0.001591304],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01061553,0.001844821,0.04184898,0.0002595047,0.0003057496,0.941118,0.00002080286,0.0001578319,0.003828755],"genre_scores_gemma":[0.09393895,0.00006653921,0.02043674,0.001603875,0.0005814089,0.8629404,0.0001005489,0.0002085408,0.02012298],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1882732,"threshold_uncertainty_score":0.9999391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03538601747208671,"score_gpt":0.3435263306047782,"score_spread":0.3081403131326915,"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."}}