{"id":"W4394966204","doi":"10.5114/pchia.2024.138928","title":"Health behaviours and selected risk factors of patients withchronic lower limb ischaemia","year":2024,"lang":"en","type":"article","venue":"Surgical and Vascular Nursing","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lower limb; Ischemia; Internal medicine; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0001014056,0.000133996,0.000285899,0.0000765795,0.00007190824,0.00002357687,0.00002374553,0.00004579449,0.0000532986],"category_scores_gemma":[0.0000098691,0.0000983222,0.00009499551,0.0001916094,0.000108852,0.00006246681,0.00001797901,0.0001488262,0.000001973839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001158549,"about_ca_system_score_gemma":0.00005372622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009393963,"about_ca_topic_score_gemma":0.000003544838,"domain_scores_codex":[0.9990187,0.0000629059,0.0001885185,0.000275975,0.0002288515,0.0002250347],"domain_scores_gemma":[0.9995627,0.0000179414,0.00003497783,0.0001213966,0.00003777142,0.0002252078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004646833,0.001782535,0.6664267,0.0008641236,0.0005662504,0.0001014994,0.001861722,0.00001101807,0.00004033836,0.0004378106,0.001525302,0.3259181],"study_design_scores_gemma":[0.001343545,0.00104609,0.9911497,0.001237115,0.0003773865,0.00000992631,0.0001037618,0.0009645949,0.00002301787,0.00007679352,0.003522853,0.0001452113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989969,0.008869207,0.00005729862,0.0004708643,0.0001417315,0.0002690951,0.00002165958,0.00005446667,0.000146697],"genre_scores_gemma":[0.9991251,0.0005804498,0.00004830263,0.00002003072,0.00003922417,0.000002769107,0.00006722482,0.00001600076,0.0001009532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3257729,"threshold_uncertainty_score":0.4009463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007649971185635252,"score_gpt":0.2655334731035732,"score_spread":0.257883501917938,"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."}}