{"id":"W3012867329","doi":"10.12968/bjon.2020.29.6.s6","title":"Developments in silicone technology for use in stoma care","year":2020,"lang":"en","type":"article","venue":"British Journal of Nursing","topic":"Stoma care and complications","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership","funders":"","keywords":"Silicone; Adhesive; Medicine; Hypoallergenic; Materials science; Dermatology; Composite material; Layer (electronics)","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":[],"consensus_categories":[],"category_scores_codex":[0.00004148777,0.0000430363,0.0001861166,0.0001831376,0.00002452322,0.00001661475,0.00006365298,0.00005556479,0.000002876047],"category_scores_gemma":[0.0001977416,0.00005522909,0.00003802045,0.0003265391,0.00002646005,0.00008212593,0.000006985692,0.0001877391,9.698297e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001634874,"about_ca_system_score_gemma":0.0001226171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001168964,"about_ca_topic_score_gemma":0.0000461642,"domain_scores_codex":[0.9994263,0.000009673287,0.0002729371,0.00008323414,0.00008741679,0.0001204453],"domain_scores_gemma":[0.9996195,0.00002803366,0.00007291301,0.00004045901,0.00017746,0.00006157192],"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":[0.0001601735,0.000152499,0.05697652,0.00003676148,0.00001630446,0.0007350751,0.001710845,0.000007258884,0.003981144,0.00007157543,0.001222559,0.9349293],"study_design_scores_gemma":[0.005798968,0.0005959258,0.9591759,0.005283891,0.00005627347,0.009698192,0.009896699,0.00009313567,0.003384598,0.000323792,0.00552932,0.0001632374],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936944,0.002595239,0.0004981648,0.002699091,0.00006748146,0.0001637378,0.000003644198,0.00001057544,0.0002677048],"genre_scores_gemma":[0.9903417,0.00004603539,0.009109854,0.0004205559,0.00005765832,0.000005228213,0.000003331906,0.000009254511,0.000006403057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9347661,"threshold_uncertainty_score":0.2252177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06813011841928299,"score_gpt":0.3357978401361898,"score_spread":0.2676677217169068,"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."}}