{"id":"W4380870191","doi":"10.23750/abm.v94i3.14487","title":"Outcomes at 2 years follow-up of sacral fractures associated with unstable vertical pelvic ring injuries in obese patients: a multicentric retrospective study.","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"Università Cattolica del Sacro Cuore","keywords":"Medicine; Concomitant; Radiological weapon; Retrospective cohort study; Pelvic fracture; Surgery; Demographics; Injury Severity Score; Pelvis; Poison control; Injury prevention; Emergency medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003560052,0.0001912618,0.0006083862,0.0003123418,0.0000623251,0.00001896713,0.0001052101,0.00009401155,0.00003188462],"category_scores_gemma":[0.002190682,0.000145795,0.00008795851,0.0009565513,0.0001187481,0.0001422374,0.0001378867,0.0002456905,0.00001515804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003941841,"about_ca_system_score_gemma":0.00005486633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000193632,"about_ca_topic_score_gemma":0.0006492272,"domain_scores_codex":[0.9980271,0.00008503611,0.0003634109,0.0003118447,0.0006340994,0.0005785351],"domain_scores_gemma":[0.9992223,0.0001545716,0.00009908597,0.0002490006,0.000138382,0.0001366111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007532571,0.0006604067,0.9951488,0.00002668408,0.0002720994,0.0000572324,0.001863922,0.000007464132,0.00001022738,0.00001379231,0.0002624858,0.0009236264],"study_design_scores_gemma":[0.00886145,0.0002226879,0.9892719,0.00005398745,0.0001755327,4.431983e-7,0.0008280491,0.00003315959,0.0003178225,0.00004084488,0.00004273845,0.0001514147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978101,0.00008320049,6.778085e-7,0.0001372148,0.0001620355,0.001280759,0.00002566209,0.0001093197,0.0003910399],"genre_scores_gemma":[0.9984648,0.00001109876,0.00001121068,0.00008878988,0.00002117093,0.0003101687,0.00004103274,0.0000313839,0.0010204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008108193,"threshold_uncertainty_score":0.5945349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01280871230815282,"score_gpt":0.2539596851041167,"score_spread":0.2411509727959639,"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."}}