{"id":"W4284897551","doi":"10.1093/geront/gnac091","title":"Factors Influencing Older Persons’ Transitions to Facility-Based Care Settings: A Scoping Review","year":2022,"lang":"en","type":"review","venue":"The Gerontologist","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Alberta","funders":"","keywords":"Psychological intervention; Gerontology; Independent living; Qualitative research; Health care; Nursing; Psychology; Long-term care; Medicine; Activities of daily living; Psychiatry","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001211052,0.0006767712,0.002598974,0.0002082631,0.002851702,0.00002919889,0.0008439583,0.0003836529,0.002791178],"category_scores_gemma":[0.0006084566,0.0004311926,0.0009780319,0.0007906554,0.0001361614,0.00005661576,0.0001796386,0.00187159,0.00021263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001329854,"about_ca_system_score_gemma":0.002468926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00081485,"about_ca_topic_score_gemma":0.001033279,"domain_scores_codex":[0.9937713,0.002728885,0.00132545,0.0007633907,0.0004664423,0.0009446013],"domain_scores_gemma":[0.9958984,0.001879256,0.0006745214,0.001218157,0.0001193865,0.0002102727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009823159,0.00003231465,0.0000188761,0.5255282,0.0001005866,0.00001213085,0.0423684,0.000003389667,6.470054e-8,0.000008635813,0.03186242,0.4000552],"study_design_scores_gemma":[0.0001181728,0.0000547477,0.00001109821,0.2403001,0.001065859,0.000002986426,0.02715848,1.085116e-7,4.198229e-8,0.000001030485,0.7309155,0.0003718488],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003571357,0.9867302,0.0001077611,0.001527753,0.001205117,0.007915529,0.001086666,0.0002972107,0.001094059],"genre_scores_gemma":[0.00003579838,0.9932068,0.00007402981,0.00214191,0.0001709284,0.002863654,0.001148063,0.00006053954,0.0002982496],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6990531,"threshold_uncertainty_score":0.999814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.215266258774124,"score_gpt":0.4726677590965706,"score_spread":0.2574015003224466,"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."}}