{"id":"W2073465331","doi":"10.1097/won.0000000000000031","title":"Preoperative Ostomy Education and Stoma Site Marking","year":2014,"lang":"en","type":"article","venue":"Journal of Wound Ostomy and Continence Nursing","topic":"Stoma care and complications","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Mount; Clinical nurse specialist; Nursing; Medicine; Family medicine; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008490268,0.0001325911,0.0002236073,0.0005286385,0.0006952192,0.0006258013,0.0002546592,0.000356101,0.03098774],"category_scores_gemma":[0.0102532,0.000147788,0.0002829781,0.0002572158,0.0002062672,0.0005191841,0.0008103279,0.0008058655,0.002186672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007210799,"about_ca_system_score_gemma":0.00216333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004415307,"about_ca_topic_score_gemma":0.01587585,"domain_scores_codex":[0.9993735,0.0001975541,0.00005207833,0.00003949906,0.0001920487,0.0001453812],"domain_scores_gemma":[0.9955071,0.001830953,0.0005668537,0.0001390544,0.0005751961,0.001380766],"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":[0.0007526731,0.00239189,0.2232936,0.000817701,0.00003059805,0.001322349,0.001927905,0.0007424955,0.00146663,0.0009816006,0.07477904,0.6914936],"study_design_scores_gemma":[0.0001294174,0.003150292,0.8756927,0.002523364,0.00008121625,0.006928755,0.006736591,0.001765434,0.002424993,0.001877578,0.09858135,0.000108275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7195242,0.007977397,0.008014009,0.02566662,0.001564211,0.0008579111,0.001085754,0.0006589872,0.234651],"genre_scores_gemma":[0.9640563,0.004963679,0.007703912,0.001015618,0.0002306144,0.0002179762,0.000627027,0.00006627245,0.02111847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03098774,"threshold_uncertainty_score":0.1036643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007528527519911099,"score_gpt":0.2830223121186037,"score_spread":0.2754937845986926,"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."}}