{"id":"W4256085616","doi":"10.1093/geront/gnv347.11","title":"CAREGIVER-PROVIDER DISCORDANCE FOR LEVELS OF ASSISTANCE: AN INDICATION FOR THERAPY IN THE ACUTE CARE SETTING","year":2015,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Acute care; Nursing; Physical therapy; Health care; Political science","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":[0.003531145,0.00008135392,0.0001476206,0.00004012961,0.0006772952,0.00001589157,0.0005950669,0.00007891395,0.000007037377],"category_scores_gemma":[0.0007270206,0.00004154594,0.00003242508,0.0001788155,0.0002205702,0.0001915509,0.00002334177,0.0002162711,0.000003124573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002298732,"about_ca_system_score_gemma":0.001318707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00127651,"about_ca_topic_score_gemma":0.00718125,"domain_scores_codex":[0.9980574,0.0006558711,0.0003369919,0.0002053376,0.0002581872,0.0004862523],"domain_scores_gemma":[0.9977624,0.001126449,0.00027131,0.0003999236,0.0003549767,0.0000849581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001297258,0.0001551618,0.09727238,0.0006962183,0.00002682688,6.760341e-7,0.7244241,0.00004400373,0.0005475703,0.006947948,0.04752115,0.1210667],"study_design_scores_gemma":[0.002242897,0.001089825,0.4073671,0.0001091165,0.0000135306,9.81488e-7,0.561047,0.0007393326,0.0001794541,0.007364,0.01968494,0.0001618002],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626467,0.001108375,0.006537234,0.02389053,0.0006654616,0.004188085,0.0001921673,0.00002100797,0.0007504971],"genre_scores_gemma":[0.9954399,0.00003822507,0.00145278,0.0009171318,0.0002507358,0.001646308,0.00004771538,0.000007235848,0.0001999012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3100947,"threshold_uncertainty_score":0.5209275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3778189285119235,"score_gpt":0.5509845191432619,"score_spread":0.1731655906313384,"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."}}