{"id":"W4398171223","doi":"10.30699/fhi.v13i0.615","title":"Evaluation of mHealth Interventions in Wound Care: A Systematic Review Highlighting the Involvement of Informal Caregivers","year":2024,"lang":"en","type":"review","venue":"Frontiers in Health Informatics","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Wound care; Systematic review; Medicine; Nursing; Psychology; MEDLINE; Intensive care medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02974541,0.0004344785,0.003737872,0.001347125,0.000201334,0.00001449265,0.000796928,0.0002990818,0.00004500623],"category_scores_gemma":[0.001060454,0.000292287,0.0006872941,0.001475855,0.00008200551,0.0002820852,0.0004806473,0.001403661,0.00002912002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002928248,"about_ca_system_score_gemma":0.004367222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000483039,"about_ca_topic_score_gemma":0.0008499657,"domain_scores_codex":[0.9808378,0.004724039,0.01192483,0.0002187185,0.001608114,0.0006865319],"domain_scores_gemma":[0.9906209,0.0003199718,0.007416352,0.0009440841,0.0005777346,0.0001209284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000002187701,0.00003292798,0.00001245292,0.9132032,0.0002446958,3.156944e-7,0.02099299,0.0000259858,1.031474e-10,0.0007490169,0.01193084,0.05280539],"study_design_scores_gemma":[0.0004198203,0.00005610283,0.00000533988,0.7316439,0.00345469,6.818796e-7,0.02268476,0.0007035394,3.910953e-9,0.000078574,0.2408058,0.0001468003],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001041087,0.9683588,0.0009421935,0.0002084692,0.002718921,0.02524755,0.0001168297,0.00003228574,0.002373875],"genre_scores_gemma":[0.00002679137,0.9944432,0.001106907,0.0004308526,0.000032516,0.003441781,0.000244381,0.0000334998,0.0002401014],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.228875,"threshold_uncertainty_score":0.9999529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1697847512842698,"score_gpt":0.4844179428268143,"score_spread":0.3146331915425445,"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."}}