{"id":"W2803522413","doi":"10.17533/udea.iee.v36n1e11","title":"Use of Hydrocolloid Dressings in Preventing Pressure Ulcers in High-risk Patients: a Retrospective Cohort","year":2018,"lang":"es","type":"article","venue":"Investigación y Educación en Enfermería","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"Medicine; Retrospective cohort study; Cohort; Cohort study; Confounding; Internal medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003467478,0.0008887633,0.00165794,0.001605935,0.0005040346,0.0001248668,0.0008853254,0.0009453933,0.001203633],"category_scores_gemma":[0.004339737,0.0009574621,0.0002963583,0.001951763,0.0009769484,0.001390939,0.00103344,0.002289365,0.0002099497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008793377,"about_ca_system_score_gemma":0.0009565818,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02455686,"about_ca_topic_score_gemma":0.003136035,"domain_scores_codex":[0.9883458,0.004462839,0.002746764,0.001624782,0.001146893,0.001672941],"domain_scores_gemma":[0.9945068,0.0008175985,0.002095078,0.001398124,0.0006708148,0.0005115512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002262272,0.001564255,0.9697497,0.001290265,0.0004751154,0.000009587387,0.01156288,0.0001247936,0.0003231087,0.004713081,0.007735792,0.002225155],"study_design_scores_gemma":[0.003321652,0.0004065869,0.9587923,0.004159149,0.0005602348,8.160784e-7,0.001095705,0.0005994376,0.0006177034,0.003800022,0.02582815,0.0008181922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854702,0.0002714983,0.0000764742,0.001099564,0.003283915,0.006484611,0.0003574653,0.0001393394,0.002816967],"genre_scores_gemma":[0.9906064,0.0004639737,0.001584715,0.0008059132,0.0006402436,0.0006472083,0.0001156596,0.0001617917,0.004974148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02142083,"threshold_uncertainty_score":0.9997094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02511080369354676,"score_gpt":0.3314933644036946,"score_spread":0.3063825607101478,"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."}}