{"id":"W4386565359","doi":"10.1097/01.eem.0000616444.13324.40","title":"News","year":2019,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intracranial pressure; Neurosurgery; Transcranial Doppler; Observational study; Emergency department; Emergency medicine; Medical emergency; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001456938,0.001032273,0.0007383085,0.001792954,0.002013667,0.008445447,0.00188248,0.004921616,0.5969126],"category_scores_gemma":[0.01036689,0.0004676291,0.0009493795,0.001492304,0.0008835669,0.005358381,0.002974464,0.004929604,0.4662045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001771901,"about_ca_system_score_gemma":0.0029435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002887478,"about_ca_topic_score_gemma":0.004187556,"domain_scores_codex":[0.9982138,0.0002232983,0.0001357126,0.0003316851,0.0008310109,0.0002646755],"domain_scores_gemma":[0.9957943,0.0006997939,0.0002400801,0.0004637867,0.001635607,0.001166503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002918487,0.00001178883,0.00009499846,0.0000935549,0.000003294395,0.00008122998,0.00003725455,0.000009929671,0.00006403602,0.0026197,0.9636629,0.0332922],"study_design_scores_gemma":[0.000004901015,0.0000045745,0.0001059253,0.00007077186,0.000001400361,0.00005522994,0.00003863294,0.00000808686,0.00002711233,0.0004788636,0.9992015,0.000003045821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008519858,0.009427628,0.001718408,0.129155,0.1883407,0.0002023215,0.009802823,0.002503042,0.6579981],"genre_scores_gemma":[0.003816986,0.006854603,0.001062945,0.04725854,0.02503254,0.0001370292,0.005574494,0.0009629593,0.9092999],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4030874,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03767269816162494,"score_gpt":0.3135520583978322,"score_spread":0.2758793602362073,"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."}}