{"id":"W2135865716","doi":"","title":"Impact of clinical symptoms on CT ordering policy in minor head injuries.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Computed tomography; Hematoma; Radiology; Head injury; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.001053264,0.0002634246,0.000271993,0.0007393929,0.0003945692,0.0007146346,0.0003782952,0.0005403025,0.002285126],"category_scores_gemma":[0.01385421,0.0001368782,0.0003534671,0.0008046489,0.0005810036,0.000438873,0.0003866035,0.0006896707,0.0002864261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231641,"about_ca_system_score_gemma":0.002212754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0108346,"about_ca_topic_score_gemma":0.01272004,"domain_scores_codex":[0.9987053,0.0003952791,0.0002084873,0.0001163365,0.0003200431,0.0002545889],"domain_scores_gemma":[0.9852706,0.003348824,0.007798595,0.0002124447,0.001403135,0.001966452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003381699,0.00005592803,0.9927593,0.00004553742,0.00002377975,0.0003616084,0.0000370553,0.0001089616,0.0002115203,0.00001944984,0.0002954947,0.005743053],"study_design_scores_gemma":[0.00001214284,0.0003688405,0.9966511,0.00003789671,0.00002878115,0.001813886,0.0002384095,0.0002278932,0.0002405577,0.00002898727,0.0003429911,0.000008494289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958044,0.001171353,0.0001563293,0.0007762253,0.00003583835,0.0000299783,0.0002709159,0.0000137071,0.001741358],"genre_scores_gemma":[0.9993198,0.0001765197,0.000110233,0.0001076136,0.0000306218,0.000004668761,0.0001673523,0.000003205566,0.00008002939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0108346,"threshold_uncertainty_score":0.02154309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031248414330098,"score_gpt":0.3644831890082076,"score_spread":0.2613583475751979,"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."}}