{"id":"W1995497352","doi":"10.1097/won.0b013e318198cdbb","title":"Leg Bag Comparison","year":2009,"lang":"en","type":"article","venue":"Journal of Wound Ostomy and Continence Nursing","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton; University of Alberta","funders":"Coloplast","keywords":"Accidental; Medicine; Crossover study; Patient satisfaction; Product (mathematics); Physical therapy; Surgery; Alternative medicine; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004684062,0.0001486618,0.0003087035,0.0001071443,0.0002148982,0.00003323871,0.0001802207,0.0001367817,0.0001792493],"category_scores_gemma":[0.00003818628,0.0001343567,0.00007673146,0.000115427,0.0002165645,0.0003693521,0.000007187697,0.0008069802,0.000009198287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005633109,"about_ca_system_score_gemma":0.00004596569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001015194,"about_ca_topic_score_gemma":6.203848e-7,"domain_scores_codex":[0.9987465,0.0001447647,0.0005100262,0.0001316032,0.0001794035,0.0002876825],"domain_scores_gemma":[0.9991065,0.0001577132,0.0003360659,0.00007423235,0.0001450946,0.0001804489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001369147,0.0007842988,0.0109746,0.000021369,0.0001041306,0.000123917,0.003002903,0.001124808,0.0366215,0.001773278,0.00463237,0.9394677],"study_design_scores_gemma":[0.01349431,0.003504714,0.0666143,0.001256524,0.001234645,0.002300819,0.004393754,0.01038268,0.06326077,0.01009934,0.8221862,0.001271898],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697258,0.00748148,0.009495045,0.005255456,0.001753902,0.0001440081,0.000003446064,0.0000182241,0.006122667],"genre_scores_gemma":[0.9947857,0.0005116174,0.002164507,0.001862772,0.000366113,5.67697e-7,9.598924e-7,0.000006643793,0.0003011059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9381958,"threshold_uncertainty_score":0.5478906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08566018501149042,"score_gpt":0.4669845256078447,"score_spread":0.3813243405963543,"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."}}