{"id":"W2043778523","doi":"10.1177/0194599811415823a328","title":"Asthma and Foreign Body Aspiration","year":2011,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Choking; Medicine; Foreign body aspiration; Asthma; Bronchoscopy; Otorhinolaryngology; Foreign body; Radiological weapon; Retrospective cohort study; Pediatrics; Surgery; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001393935,0.0000990866,0.0002080819,0.00008586189,0.00004317502,0.000003444861,0.00004390038,0.0001455006,0.001480288],"category_scores_gemma":[0.0002212128,0.00008179901,0.00003579306,0.00007822212,0.0002201827,0.00006993634,0.00004081751,0.0001528226,0.0001209302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000015161,"about_ca_system_score_gemma":0.00004186125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000556339,"about_ca_topic_score_gemma":0.000008795292,"domain_scores_codex":[0.9992733,0.00003664113,0.0001632806,0.0002109783,0.0001105198,0.0002052581],"domain_scores_gemma":[0.999517,0.00003774509,0.00004114447,0.0001926308,0.00004249411,0.0001690396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001083738,0.0005570485,0.6063283,0.0002733438,0.0001515173,0.002944904,0.000871019,6.378389e-8,0.02029115,0.3452614,0.00628953,0.01594799],"study_design_scores_gemma":[0.002122557,0.003980715,0.959047,0.00004494812,0.00008701033,0.004324323,0.0001096971,0.0003579741,0.007932838,0.009328041,0.01246718,0.0001977274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8529207,0.0002491755,0.0004401096,0.0001347303,0.00006939538,0.0002408195,0.000001718538,0.00007056408,0.1458729],"genre_scores_gemma":[0.9954883,0.00001266758,0.002354662,0.001514741,0.0001277286,0.0000258199,0.00001991355,0.00001665026,0.0004395609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3527187,"threshold_uncertainty_score":0.9994325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03199788131424712,"score_gpt":0.2554532114432495,"score_spread":0.2234553301290024,"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."}}