{"id":"W2463614235","doi":"","title":"Shaping future directions for incontinence research in aging adults","year":2004,"lang":"en","type":"article","venue":"Nursing Research","topic":"Stoma care and complications","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Summit; Mentorship; Urinary incontinence; Medicine; Nursing; Nursing research; Thematic analysis; Medical education; Gerontology; Qualitative research; Sociology; Urology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001668414,0.00007662628,0.0001478322,0.0009644597,0.0005840757,0.00005641615,0.0001828437,0.0000982981,0.00001235578],"category_scores_gemma":[0.0004381389,0.00007613248,0.000056495,0.002060308,0.0002473542,0.00009136033,0.00003847821,0.0009145718,0.00003951615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000841486,"about_ca_system_score_gemma":0.000432628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004305065,"about_ca_topic_score_gemma":0.0001887227,"domain_scores_codex":[0.9979253,0.0001115006,0.0001866798,0.000387915,0.0006978742,0.0006907607],"domain_scores_gemma":[0.9980012,0.0004327578,0.0000153581,0.0003980242,0.001004624,0.0001480836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008819047,0.001345602,0.007825473,0.0003918619,0.00002708278,0.00007194662,0.02026812,0.00002670474,0.01598735,0.0301648,0.009247043,0.9137621],"study_design_scores_gemma":[0.01557961,0.002926344,0.5507657,0.032564,0.00004995316,0.000533175,0.07478803,0.00205077,0.01645866,0.1519838,0.1514469,0.0008530808],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8743281,0.003850565,0.0006504622,0.09182552,0.0003605839,0.001785682,0.000007170439,0.000132765,0.0270592],"genre_scores_gemma":[0.9956871,0.0001582038,0.002430412,0.00006929143,0.000867304,0.0003623076,0.00001603076,0.0000250307,0.0003843624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.912909,"threshold_uncertainty_score":0.4492297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1881987482103971,"score_gpt":0.5061704488383654,"score_spread":0.3179717006279683,"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."}}