{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01036942,0.0007695635,0.000730824,0.0006055794,0.0007568157,0.0008490207,0.0006362664,0.001034349,0.001162835],"category_scores_gemma":[0.02177956,0.0003952569,0.0008503263,0.0004360571,0.0009494618,0.0009485562,0.0009968081,0.0008041093,0.0005389358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000422346,"about_ca_system_score_gemma":0.001154818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009448369,"about_ca_topic_score_gemma":0.001696934,"domain_scores_codex":[0.9960749,0.00167156,0.0004764095,0.0005547674,0.001046226,0.0001761384],"domain_scores_gemma":[0.9874554,0.004057657,0.002168169,0.001151201,0.004595039,0.0005725407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01329872,0.01437811,0.8483756,0.002664853,0.001411615,0.000526666,0.007116949,0.0007285545,0.008313014,0.0002740272,0.002091537,0.1008204],"study_design_scores_gemma":[0.002326102,0.04892768,0.9288307,0.000661934,0.001262831,0.00173336,0.002015,0.004844832,0.004691958,0.0001911311,0.004385084,0.0001294724],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994739,0.0006899392,0.001593607,0.00006016514,0.00004758265,0.001908887,0.0002504625,0.00002648113,0.000683868],"genre_scores_gemma":[0.9912322,0.0005528298,0.004814596,0.0002134844,0.00006323143,0.002104389,0.0006044156,0.00001628874,0.0003985105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01036942,"threshold_uncertainty_score":0.05483937,"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."}}