{"id":"W4280616412","doi":"10.15690/pf.v19i2.2399","title":"Home Laryngeal Trauma: Rare Clinical Case","year":2022,"lang":"en","type":"article","venue":"Педиатрическая фармакология","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children’s Health Research Institute","funders":"","keywords":"Larynx; Medicine; Neck injury; Surgery; Medical emergency; Poison control","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008513577,0.0003213652,0.0006639048,0.0002968721,0.0005414443,0.00005359841,0.0002846534,0.0001235923,0.006108001],"category_scores_gemma":[0.0001065599,0.0003185383,0.0005006677,0.0005974245,0.0001353061,0.0001740366,0.0004507248,0.0008699132,0.000403663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000147366,"about_ca_system_score_gemma":0.0001079087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001685696,"about_ca_topic_score_gemma":0.00006945944,"domain_scores_codex":[0.9969568,0.0002530324,0.0007493735,0.0007420913,0.0006765244,0.0006221972],"domain_scores_gemma":[0.9982495,0.0002612101,0.0001572514,0.0008395817,0.00006948309,0.0004230114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001280133,0.003988688,0.4186048,0.0002604801,0.0006161729,0.07843985,0.0008048093,0.00005230936,0.00004575424,0.004690987,0.3191281,0.1720879],"study_design_scores_gemma":[0.01285785,0.003089715,0.3014944,0.00006165376,0.000948063,0.01114999,0.003517675,0.0005932971,0.00009536781,0.0006682165,0.6645478,0.0009759725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556134,0.0009888967,0.00007856182,0.004298619,0.001545548,0.0008569638,0.00009798392,0.0004832734,0.03603679],"genre_scores_gemma":[0.987188,0.00007483201,0.000815177,0.003646705,0.0007616691,0.0002516803,0.0001690122,0.0000773523,0.007015585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3454197,"threshold_uncertainty_score":0.9999267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07275512251564309,"score_gpt":0.3524081062230697,"score_spread":0.2796529837074266,"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."}}