{"id":"W4414629349","doi":"10.1186/s13256-025-05540-4","title":"Full-thickness tracheal laceration managed conservatively: a case report","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Case Reports","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Ottawa","funders":"","keywords":"Surgical oncology; MEDLINE; Surgical procedures; Conservative treatment; Conservative management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00469872,0.0001721212,0.0005982473,0.0003696952,0.0001386274,0.00005300769,0.00005004511,0.0002491583,0.0004505864],"category_scores_gemma":[0.004466092,0.0001331965,0.0002522628,0.0004160673,0.0001216683,0.0001968821,0.00005905466,0.0006461823,0.000001985782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001305846,"about_ca_system_score_gemma":0.0006906129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001943624,"about_ca_topic_score_gemma":0.0002203716,"domain_scores_codex":[0.9964082,0.0001377025,0.001625654,0.0002542929,0.001349206,0.0002249637],"domain_scores_gemma":[0.9974964,0.0003247562,0.00090493,0.0003356459,0.00048843,0.0004498176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.000279749,0.000496238,0.006956883,0.0002636781,0.0002794528,0.9457211,0.0001460923,0.0000032747,0.00003470626,0.0002687194,0.03354712,0.01200302],"study_design_scores_gemma":[0.001693489,0.0003330857,0.003510437,0.0004895162,0.0006702797,0.9736002,0.0008269909,0.0002332581,0.00008862086,0.000240929,0.01820989,0.0001032744],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484683,0.0005863762,0.009024072,0.0345287,0.001137655,0.0003420491,8.626859e-7,0.0000413919,0.005870597],"genre_scores_gemma":[0.9947526,0.00007732232,0.001333564,0.001888367,0.0004242143,0.00001244255,0.000007187871,0.00001407674,0.001490153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04628437,"threshold_uncertainty_score":0.5431595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03263771171194627,"score_gpt":0.3514925553035265,"score_spread":0.3188548435915802,"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."}}