{"id":"W4404122499","doi":"10.1186/s40621-024-00546-w","title":"Psychosocial and personal predisposing factors of frostbite injury and associated amputation: a systematic review","year":2024,"lang":"en","type":"review","venue":"Injury Epidemiology","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; University of Saskatchewan","funders":"","keywords":"Frostbite; Psychosocial; Medicine; Biostatistics; Injury prevention; Occupational safety and health; Amputation; Epidemiology; Poison control; Suicide prevention; Human factors and ergonomics; Public health; Psychiatry; Medical emergency; Family medicine; Nursing; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006549616,0.001265514,0.006480193,0.008374733,0.000703896,0.002698426,0.001443133,0.001833815,0.00389948],"category_scores_gemma":[0.03477345,0.001022886,0.006504818,0.009677352,0.000957892,0.002221928,0.001373534,0.001107055,0.0002346843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003002624,"about_ca_system_score_gemma":0.01147669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007518938,"about_ca_topic_score_gemma":0.02173288,"domain_scores_codex":[0.9936523,0.002103871,0.002377276,0.0004857851,0.001134349,0.0002464741],"domain_scores_gemma":[0.9711887,0.02092562,0.005589936,0.0003186516,0.001699899,0.0002771515],"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":[0.0001152508,0.0000158403,0.00188161,0.9706035,0.006526849,0.0001324003,0.0002472311,0.00005560571,0.00007125093,0.0001251614,0.0007612241,0.01946398],"study_design_scores_gemma":[0.0001655956,0.0001718257,0.009995347,0.9254851,0.05371383,0.0006312478,0.0005301932,0.00007106483,0.00009954185,0.0002265922,0.008872707,0.00003697372],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002379069,0.996384,0.0001176639,0.0002060305,0.0000715775,0.0003084386,0.0002666299,0.000005328492,0.0002612113],"genre_scores_gemma":[0.02867438,0.9692694,0.0005658207,0.000446422,0.00007064446,0.0006059747,0.0002399801,0.000004195023,0.0001231896],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008374733,"threshold_uncertainty_score":0.03463805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08675060212975695,"score_gpt":0.4300873968507861,"score_spread":0.3433367947210291,"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."}}