{"id":"W4405611955","doi":"10.1148/rg.240215","title":"Sinonasal Organized Hematoma","year":2024,"lang":"en","type":"article","venue":"Radiographics","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Hematoma; Radiology; General surgery; Medical physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001811352,0.0001060816,0.0002778637,0.0002686648,0.00003850159,0.00002199195,0.00004865146,0.0001567154,0.0004646265],"category_scores_gemma":[0.00005144062,0.00008003948,0.0001977726,0.001112633,0.00009538529,0.00004019192,0.00001641395,0.0002783201,0.0002143759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002473472,"about_ca_system_score_gemma":0.0001317403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005267191,"about_ca_topic_score_gemma":0.000002475487,"domain_scores_codex":[0.9991642,0.0000293008,0.0001804684,0.0002163513,0.0001806996,0.0002290452],"domain_scores_gemma":[0.9993912,0.000189435,0.00001079234,0.0001709647,0.00003968264,0.0001979086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009470435,0.001710731,0.1541922,0.002645113,0.00201621,0.03086846,0.001639072,0.00000130815,0.06731088,0.3933535,0.2032315,0.142084],"study_design_scores_gemma":[0.001342887,0.0005109733,0.02583985,0.0002080539,0.0001893032,0.00230381,0.00002497539,0.0007389622,0.001574731,0.001490277,0.965574,0.0002021698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606465,0.006200171,0.0004232046,0.009961942,0.0008755209,0.0002392697,0.000006841901,0.0007555042,0.02089104],"genre_scores_gemma":[0.9962794,0.0005161146,0.0006317815,0.00101184,0.0003923427,0.000007118726,0.00001529026,0.00003111484,0.001114951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7623425,"threshold_uncertainty_score":0.5087335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100095552704518,"score_gpt":0.3124316021169614,"score_spread":0.3014306465899163,"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."}}