{"id":"W2991346852","doi":"10.24908/pocus.v4i2.13689","title":"Shedding light on a hidden source of septic shock with POCUS","year":2019,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Amoebic Infections and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Septic shock; Medicine; Emergency department; Ultrasound; Computed tomography; Point of care ultrasound; Radiology; Shock (circulatory); Physical examination; Abscess; Emergency medicine; Intensive care medicine; Sepsis; Surgery; Nursing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001144669,0.0001245281,0.0002561786,0.0001619012,0.00008659861,0.00001904277,0.00004729826,0.00005023251,0.001068485],"category_scores_gemma":[0.00002189647,0.00007337116,0.0001040216,0.0001340545,0.00001982828,0.00006708554,0.00001358162,0.000275185,0.000312655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001117002,"about_ca_system_score_gemma":0.00008946779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001852749,"about_ca_topic_score_gemma":0.000002235499,"domain_scores_codex":[0.9991801,0.0000237262,0.0001948375,0.0001202945,0.0002757179,0.0002053349],"domain_scores_gemma":[0.9994184,0.00003602145,0.0001365739,0.000179999,0.00009541969,0.0001335939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001343394,0.00142327,0.9396938,0.0001298574,0.001613452,0.0007150014,0.001775712,0.0002223364,0.007745471,0.0007810896,0.002689019,0.04186757],"study_design_scores_gemma":[0.06851908,0.0462467,0.6177374,0.009205807,0.004591091,0.0719251,0.004925967,0.001944508,0.06964023,0.002681855,0.1003782,0.002204102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9440054,0.0001131122,0.0002633861,0.0004596674,0.0001550785,0.0001585857,8.823968e-7,0.00001802279,0.05482585],"genre_scores_gemma":[0.991084,0.00001548717,0.0006532524,0.00009861946,0.0001687959,0.000002469436,0.000001066192,0.00002323824,0.007953114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3219565,"threshold_uncertainty_score":0.9998447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006023344865184195,"score_gpt":0.2456179704348178,"score_spread":0.2395946255696337,"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."}}