{"id":"W2113432527","doi":"10.12968/nrec.2008.10.2.28125","title":"Managing incontinence products effectively","year":2008,"lang":"en","type":"article","venue":"Nursing and Residential Care","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Island Health","funders":"","keywords":"Residential care; Nursing; Medicine; Urinary incontinence; Business; Urology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003786902,0.0001098055,0.000208928,0.00005817545,0.001856689,0.000005946147,0.00007075296,0.0002344147,0.00001833574],"category_scores_gemma":[0.0002777913,0.00009227025,0.00003228885,0.0001724727,0.0001735271,0.0000958635,0.00002690379,0.0008551182,0.00002981952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001269855,"about_ca_system_score_gemma":0.0003936691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006927691,"about_ca_topic_score_gemma":0.00004758528,"domain_scores_codex":[0.9984026,0.0004422026,0.0002330711,0.0002903199,0.0002295102,0.0004023126],"domain_scores_gemma":[0.9992071,0.0001759233,0.000080004,0.0001732717,0.0002248826,0.0001388314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001810254,0.00006577327,0.09610056,0.003292063,0.00003659109,0.0001848539,0.6899018,0.000004053371,0.002310677,0.0005664006,0.1260183,0.08133784],"study_design_scores_gemma":[0.002729152,0.0003174324,0.8000767,0.004773045,0.00009504548,0.00007198025,0.1654468,0.00005658783,0.0006992565,0.0006746824,0.02462531,0.0004340893],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738842,0.003732184,0.0001678026,0.005266524,0.001602809,0.0005305146,0.000002755253,0.0001215637,0.01469166],"genre_scores_gemma":[0.9958794,0.0005213076,0.0002794004,0.0007967309,0.001174243,0.0000184197,0.000008029584,0.00001747782,0.001305052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7039761,"threshold_uncertainty_score":0.9994428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03114821910935483,"score_gpt":0.3832844710548171,"score_spread":0.3521362519454623,"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."}}