{"id":"W3122710486","doi":"10.2196/26443","title":"mHealth App for Pressure Ulcer Wound Assessment in Patients With Spinal Cord Injury: Clinical Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Intraclass correlation; Medicine; Inter-rater reliability; Spinal cord injury; Reproducibility; Intra-rater reliability; Physical therapy; Psychological intervention; Psychometrics; Spinal cord; Psychology; Nursing; Internal medicine; Rating scale; Statistics; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004134976,0.0003225566,0.0008050723,0.0002227215,0.0009225412,0.00004733227,0.0001915143,0.0002581796,0.0001694446],"category_scores_gemma":[0.0001193378,0.0002792977,0.00007305905,0.0004217141,0.00005888012,0.0003032895,0.0002125362,0.001191999,0.00001700402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002630513,"about_ca_system_score_gemma":0.002092126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000264794,"about_ca_topic_score_gemma":0.000923422,"domain_scores_codex":[0.9933197,0.002354594,0.001704016,0.0009629444,0.0006003457,0.001058435],"domain_scores_gemma":[0.9971191,0.0003229969,0.0008175782,0.0006246967,0.0004517292,0.0006639439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00583917,0.003477004,0.9392412,0.004668929,0.0000963922,0.000003802451,0.0006129335,0.000004312041,2.448682e-7,0.003231721,0.009643815,0.03318052],"study_design_scores_gemma":[0.009737764,0.006253514,0.9343252,0.0002224645,0.0002031586,3.132743e-7,0.002234912,0.0000904005,2.833229e-7,0.0004259231,0.04626713,0.0002389342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779975,0.0002260957,0.002724802,0.003974223,0.001407905,0.01229871,0.0001180728,0.0001449855,0.001107654],"genre_scores_gemma":[0.990473,0.0001842425,0.001796721,0.003709345,0.0003449062,0.001669744,0.0002571228,0.00005263324,0.001512319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03662331,"threshold_uncertainty_score":0.9999659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1318433834599027,"score_gpt":0.5437900617245492,"score_spread":0.4119466782646466,"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."}}