{"id":"W4408161543","doi":"10.1111/jgs.19405","title":"“Nobody Can Be Equipped for This”: Advice From New Residents of Long‐Term Care Facilities","year":2025,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Medicine; nobody; Long-term care; Advice (programming); Term (time); Gerontology; MEDLINE; Medical emergency; Family medicine; Nursing; Computer security","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":[0.004992141,0.0003128156,0.0004819301,0.0005240741,0.008940777,0.001564177,0.001690801,0.002968438,0.003579347],"category_scores_gemma":[0.01353044,0.000448577,0.0005271515,0.0003945664,0.002342761,0.002643268,0.003244783,0.005715953,0.0004297774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003002057,"about_ca_system_score_gemma":0.009757712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04401774,"about_ca_topic_score_gemma":0.1306645,"domain_scores_codex":[0.9981132,0.001075174,0.00009879174,0.000122693,0.0002017652,0.0003884081],"domain_scores_gemma":[0.9908494,0.001992536,0.0006480346,0.0001921588,0.001556101,0.004761897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001894857,0.0008886682,0.02886003,0.0007469974,0.00005122616,0.007626305,0.8502564,0.0001278952,0.001499238,0.0004421167,0.04582261,0.06348898],"study_design_scores_gemma":[0.00004782427,0.0006996081,0.01587762,0.0006963478,0.00003520601,0.002014762,0.924376,0.0002017146,0.0002610577,0.0002807672,0.0554246,0.00008443139],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9436044,0.002569221,0.0007169309,0.04282825,0.0007168867,0.0002732576,0.00008536615,0.00008683675,0.00911894],"genre_scores_gemma":[0.9609614,0.003509604,0.004763089,0.02135907,0.0002219453,0.0003205365,0.0001143687,0.00004367578,0.008706318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04401774,"threshold_uncertainty_score":0.08752304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0298519498714407,"score_gpt":0.384454318593011,"score_spread":0.3546023687215703,"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."}}