{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01094125,0.0001658673,0.0004867386,0.0008229833,0.003935095,0.002712671,0.001098994,0.0008284426,0.00515609],"category_scores_gemma":[0.0665534,0.0001969627,0.0005228693,0.00133853,0.001041717,0.001524936,0.001828577,0.002299403,0.0002315992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009628444,"about_ca_system_score_gemma":0.01890111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1230499,"about_ca_topic_score_gemma":0.2521668,"domain_scores_codex":[0.9902036,0.004455391,0.00132136,0.0005374812,0.002069787,0.001412396],"domain_scores_gemma":[0.9545657,0.01487201,0.01268397,0.002023711,0.009522996,0.006331644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002562755,0.000288077,0.9354883,0.0002168737,0.00005003464,0.0003894999,0.02118065,0.0001039998,0.0002561389,0.001530859,0.00446286,0.03577626],"study_design_scores_gemma":[0.00003438783,0.0001375077,0.9138435,0.0004811624,0.00005027311,0.0006013338,0.07773223,0.0008651282,0.0003544146,0.001534753,0.004315834,0.0000496124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754785,0.0005073395,0.001230873,0.01131829,0.0001242036,0.00024294,0.0006253521,0.00001946062,0.01045294],"genre_scores_gemma":[0.9978058,0.0001509633,0.0009676345,0.0005140644,0.00001396545,0.00009576238,0.0001464768,0.000007525251,0.0002979849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1230499,"threshold_uncertainty_score":0.2446672,"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."}}