{"id":"W2950199595","doi":"10.2196/13701","title":"Monitoring Immobilized Elderly Patients Using a Public Provider Online System for Pressure Ulcer Information and Registration (SIRUPP): Protocol for a Health Care Impact Study","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundación Pública Andaluza Progreso y Salud; Servicio Andaluz de Salud; Junta de Andalucía; Consejería de Salud y Familias, Junta de Andalucía","keywords":"Protocol (science); Medicine; Health care; Public health; Medical emergency; Nursing; Alternative medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.003875036,0.00027526,0.0004702548,0.0004318181,0.001168347,0.0002926895,0.0003461901,0.0002039054,0.00003959446],"category_scores_gemma":[0.000363079,0.0002212211,0.0001180298,0.000341465,0.00003474814,0.001481645,0.0003258597,0.000592323,0.00001256865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008151075,"about_ca_system_score_gemma":0.001397436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002816351,"about_ca_topic_score_gemma":0.0001169168,"domain_scores_codex":[0.9945408,0.001720964,0.001213732,0.0005167103,0.0009678007,0.001039962],"domain_scores_gemma":[0.9956912,0.0003092809,0.0007948308,0.0006792377,0.002237074,0.0002883216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02227413,0.007492944,0.4708553,0.3031349,0.0007744421,0.00000131282,0.04213306,0.0001229832,0.0003934742,0.001343715,0.03201811,0.1194557],"study_design_scores_gemma":[0.05716141,0.01782969,0.07279096,0.0111287,0.00002513413,6.986319e-7,0.04208433,0.002987026,0.00004924778,0.0000832618,0.7952831,0.0005764489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007509454,0.000003084038,0.0009938454,0.0002508732,0.00004574495,0.9906858,0.0001896881,0.0001642239,0.0001572691],"genre_scores_gemma":[0.04561281,8.733365e-8,0.001107625,0.00003133024,0.0001885886,0.9523551,0.000105968,0.00004692399,0.00055158],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.763265,"threshold_uncertainty_score":0.9021133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3464176557757471,"score_gpt":0.6455202170313002,"score_spread":0.2991025612555531,"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."}}