{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002199232,0.0001007103,0.0002262437,0.0001361582,0.000156915,0.00007030426,0.00004459454,0.00004929762,0.00001590776],"category_scores_gemma":[0.00009253781,0.00008393146,0.00004464476,0.0001225068,0.000111105,0.0002358161,0.00001008217,0.0001971799,0.000002434322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004555254,"about_ca_system_score_gemma":0.000134173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009001166,"about_ca_topic_score_gemma":0.000002758006,"domain_scores_codex":[0.9992818,0.0000466321,0.0002633262,0.0001285914,0.0001549715,0.0001247347],"domain_scores_gemma":[0.9991069,0.00009842465,0.0002042859,0.0001067993,0.0003436425,0.0001399021],"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":[0.000356287,0.0003197705,0.1030846,0.00007083539,0.00006877279,0.000008557819,0.006735015,0.00000143608,0.01684256,0.003448242,0.002692204,0.8663717],"study_design_scores_gemma":[0.002279293,0.001256123,0.9148477,0.002996491,0.0004914453,0.005653297,0.004768539,0.0006723193,0.002035095,0.001725627,0.06297178,0.0003023472],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831579,0.002699372,0.002361705,0.004312916,0.0002419639,0.0001293317,5.807256e-7,0.000008826271,0.007087384],"genre_scores_gemma":[0.995159,0.0001021888,0.003151331,0.000735491,0.0004050822,0.000003486333,0.000001688434,0.000008282562,0.00043345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8660693,"threshold_uncertainty_score":0.3422626,"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."}}