{"id":"W4403615790","doi":"10.18229/kocatepetip.1394202","title":"WE HAVE MORE EVIDENCE THAN BEFORE; ULTRASONOGRAPHY IS A RELIABLE TOOL TO SHOW RIB FRACTURES","year":2024,"lang":"en","type":"article","venue":"Kocatepe tıp dergisi.","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SAIT Polytechnic","funders":"","keywords":"Medicine; Blunt; Radiology; Emergency department; Blunt trauma; Ultrasonography; Radiography; Kappa; Rib cage; Surgery; Anatomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01433762,0.0006293425,0.001140065,0.001926652,0.0005296498,0.002142494,0.001685983,0.004450158,0.007060642],"category_scores_gemma":[0.09330443,0.0004058877,0.001012207,0.001497234,0.003903868,0.004867274,0.001320832,0.002982723,0.00230848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005755929,"about_ca_system_score_gemma":0.001135866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001154017,"about_ca_topic_score_gemma":0.0007128423,"domain_scores_codex":[0.9875231,0.004036897,0.002123556,0.0023388,0.003556712,0.0004208076],"domain_scores_gemma":[0.8159761,0.1216428,0.02342044,0.008665053,0.02853836,0.001757276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00192956,0.0004835631,0.5933105,0.009127369,0.002283279,0.002480983,0.001901321,0.0007355526,0.006197188,0.002985148,0.01151325,0.3670523],"study_design_scores_gemma":[0.0004058134,0.005086442,0.6999792,0.02544866,0.004617244,0.0411064,0.01151673,0.006465296,0.02137148,0.016928,0.1663257,0.0007491378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4989456,0.3624056,0.03925339,0.07302507,0.007254493,0.000249619,0.0008733727,0.000367691,0.01762524],"genre_scores_gemma":[0.9079471,0.04673488,0.02099598,0.01016388,0.0110447,0.00009293799,0.0006513397,0.00009558431,0.002273475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01433762,"threshold_uncertainty_score":0.07582545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.027612836176051,"score_gpt":0.3217560788548848,"score_spread":0.2941432426788338,"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."}}