{"id":"W2768587107","doi":"10.29333/ejgm/81895","title":"A Common Health Problem in Children: Tracheobronchial Foreign Body Aspirations","year":2016,"lang":"en","type":"article","venue":"Electronic Journal of General Medicine","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Foreign body; Thoracotomy; Foreign body aspiration; Bronchoscopy; Surgery; Foreign Bodies; Complication","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001894419,0.0002537608,0.0009413791,0.0004669148,0.00007279202,0.000005099162,0.0002142391,0.0001184076,0.0004025381],"category_scores_gemma":[0.0004305507,0.0001396986,0.0001587292,0.0004176818,0.0002949161,0.0001664815,0.00002505324,0.0008543085,0.000008902134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009757943,"about_ca_system_score_gemma":0.001773051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001659965,"about_ca_topic_score_gemma":0.0001070555,"domain_scores_codex":[0.9964631,0.0001984555,0.001323168,0.0002415911,0.0008376924,0.0009360234],"domain_scores_gemma":[0.9983702,0.0001259892,0.0005787663,0.0002610044,0.0001560134,0.0005080673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004374187,0.002737803,0.2735701,0.0002597837,0.001108284,0.0007363229,0.0009160301,0.00004119689,0.08452567,0.2869688,0.05751087,0.287251],"study_design_scores_gemma":[0.09971364,0.1275243,0.5122805,0.007804941,0.001023919,0.05153926,0.0004558356,0.0003642377,0.01173228,0.1686742,0.01754802,0.001338904],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.943694,0.01024943,0.002759348,0.03891991,0.0001605487,0.0007729575,0.000005273677,0.00003434406,0.003404207],"genre_scores_gemma":[0.9932062,0.0009001504,0.0007360656,0.002339051,0.002322615,0.00001205018,0.00001468449,0.00003749267,0.0004316777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2859121,"threshold_uncertainty_score":0.5696745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01628661112073495,"score_gpt":0.2956799379414172,"score_spread":0.2793933268206822,"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."}}