{"id":"W1984207897","doi":"","title":"Infantile Case of Pneumomediastinum Complicated by Epidural Pneumatosis","year":2014,"lang":"en","type":"article","venue":"International Journal of Clinical Pediatrics","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pneumomediastinum; Epidural space; Surgery; Anesthesia; Complication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002151339,0.0002113968,0.001007141,0.0003667937,0.0000315613,0.00002799565,0.0005447193,0.000234088,0.0001334193],"category_scores_gemma":[0.007502059,0.0001773399,0.0006186452,0.0002989123,0.0002084566,0.0002032074,0.0001259948,0.0008170485,0.0000430427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006366186,"about_ca_system_score_gemma":0.0002373471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003782994,"about_ca_topic_score_gemma":0.000004513898,"domain_scores_codex":[0.9951714,0.0002363287,0.003031744,0.0002478401,0.001063435,0.0002492348],"domain_scores_gemma":[0.9924136,0.002645851,0.002254569,0.0002921907,0.001911562,0.0004822403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001672381,0.002922416,0.8527772,0.0001997852,0.0006789221,0.002492422,0.0002090808,0.0000844157,0.005712273,0.0003976032,0.07047729,0.06237615],"study_design_scores_gemma":[0.03481168,0.009756922,0.7582869,0.0009904588,0.002815675,0.07231367,0.0004714184,0.01138121,0.008002803,0.004164753,0.09530034,0.00170419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902073,0.0001630081,0.001996029,0.003853409,0.002353991,0.0001388438,0.00008907211,0.00002618616,0.00117221],"genre_scores_gemma":[0.9938571,0.0004358368,0.002012403,0.0008510922,0.002688409,0.000002067387,0.00002753986,0.00003392694,0.0000916571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09449039,"threshold_uncertainty_score":0.8981208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04044574029730211,"score_gpt":0.4116697209236714,"score_spread":0.3712239806263693,"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."}}