{"id":"W7039579542","doi":"","title":"Mikilvægi fjölskyldna við hjúkrun: viðhorf hjúkrunarfræðinga á Sjúkrahúsinu á Akureyri","year":2023,"lang":"is","type":"dissertation","venue":"Skemman","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Limiting; Fusible alloy; Filter (signal processing)","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001427208,0.002708768,0.003254276,0.001912976,0.0009697446,0.0004228196,0.001807831,0.003007368,0.004792692],"category_scores_gemma":[0.002480124,0.002884047,0.001595971,0.002711159,0.0005282762,0.0004662253,0.0003825783,0.004000094,0.03650063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001174171,"about_ca_system_score_gemma":0.001757195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003300885,"about_ca_topic_score_gemma":0.004852996,"domain_scores_codex":[0.9867433,0.0005034453,0.003070932,0.003297245,0.003205222,0.003179799],"domain_scores_gemma":[0.9911833,0.001067438,0.001475763,0.003523173,0.001193031,0.001557287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003259487,0.003154982,0.009568935,0.01872418,0.007158937,0.01160788,0.06650537,0.000147231,0.02673806,0.003133813,0.7043078,0.1456933],"study_design_scores_gemma":[0.02288594,0.005495168,0.2161952,0.03585656,0.01011662,0.0008998648,0.04546363,0.002265967,0.03116514,0.004295098,0.6138476,0.01151326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7740132,0.01206374,0.0001154061,0.009090665,0.04968728,0.008971603,0.001278768,0.004703243,0.1400761],"genre_scores_gemma":[0.4231579,0.003081127,0.0006478536,0.001664694,0.007544747,0.0006052551,0.01836357,0.001599003,0.5433359],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4032598,"threshold_uncertainty_score":0.9985646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02743454871894964,"score_gpt":0.3169615673051047,"score_spread":0.2895270185861551,"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."}}