{"id":"W4367460117","doi":"10.2196/42283","title":"Investigating the Connections Between Delivery of Care, Reablement, Workload, and Organizational Factors in Home Care Services: Mixed Methods Study","year":2023,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workload; Nursing; Psychological intervention; Service delivery framework; Health care; Psychology; Medicine; Service (business); Business; Computer science; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.05054181,0.0009252054,0.001537295,0.00385235,0.001920312,0.002616502,0.002186125,0.001216959,0.003121551],"category_scores_gemma":[0.04124841,0.0008427993,0.003134264,0.004055861,0.001306071,0.00183434,0.002219592,0.0008489932,0.000260568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003629304,"about_ca_system_score_gemma":0.005181246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006201559,"about_ca_topic_score_gemma":0.008520341,"domain_scores_codex":[0.9586688,0.03231471,0.002893922,0.002504532,0.002668703,0.0009492518],"domain_scores_gemma":[0.9285445,0.0569972,0.005743659,0.00365456,0.004428754,0.0006313896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.004145155,0.01594137,0.4980633,0.02018953,0.008023639,0.001542562,0.164311,0.002535606,0.003430385,0.008703504,0.002062867,0.2710511],"study_design_scores_gemma":[0.002488414,0.03421818,0.5843213,0.01246291,0.008944251,0.001474267,0.2904368,0.02114432,0.008700052,0.01081134,0.024369,0.0006292019],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9442868,0.004235932,0.03328814,0.0002938941,0.00007885913,0.01449758,0.0009274061,0.00004030159,0.002350929],"genre_scores_gemma":[0.9214393,0.001860632,0.04119254,0.0005950861,0.00005851954,0.03294571,0.000615896,0.00002715814,0.001265031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05054181,"threshold_uncertainty_score":0.2672938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07602476780825751,"score_gpt":0.4332084365112416,"score_spread":0.3571836687029841,"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."}}