{"id":"W2296193922","doi":"10.1155/2012/314968","title":"A Recalcitrant Foreign Body","year":2012,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Lesion; Bronchoscopy; Foreign body; Sputum; Surgery; Dysphagia; Tuberculosis; Radiology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008953281,0.0001688281,0.0002714855,0.0004338611,0.0002655271,0.00003858667,0.0001339455,0.0001679257,0.003860835],"category_scores_gemma":[0.0006151077,0.0001379652,0.0001688333,0.0002364076,0.000157049,0.0002158536,0.00001090096,0.0007427473,0.0003511525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006142636,"about_ca_system_score_gemma":0.002031905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000843809,"about_ca_topic_score_gemma":0.001226285,"domain_scores_codex":[0.9980201,0.0000831121,0.0003645421,0.000135538,0.0004353522,0.0009614232],"domain_scores_gemma":[0.994413,0.00004775024,0.00008166991,0.0002619807,0.000138405,0.005057239],"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":[0.000383139,0.0002841525,0.4838721,0.0001553326,0.0003452441,0.0143657,0.0006064053,0.000002031646,0.006659037,0.0328185,0.4177493,0.0427591],"study_design_scores_gemma":[0.001576677,0.0005027387,0.08114169,0.0001672546,0.0001225218,0.01127161,0.0003124732,0.0000139809,0.001307704,0.0005529772,0.9027638,0.0002665498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.854304,0.006285003,0.0001779322,0.001034892,0.0008974794,0.0003287509,0.00002147655,0.00005224966,0.1368982],"genre_scores_gemma":[0.9823955,0.00001686893,0.0003141905,0.01405509,0.00269893,0.000007477498,0.000003740776,0.00004119992,0.0004669662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4850146,"threshold_uncertainty_score":0.9970497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04420675121361006,"score_gpt":0.2912533807336424,"score_spread":0.2470466295200324,"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."}}