{"id":"W2319186568","doi":"10.1097/lbr.0b013e3181908e85","title":"Endobronchial Ultrasound: Is it Ready for Prime Time?","year":2009,"lang":"en","type":"article","venue":"Journal of Bronchology & Interventional Pulmonology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Prime time; Endobronchial ultrasound; Prime (order theory); Ultrasound; 2019-20 coronavirus outbreak; Coronavirus disease 2019 (COVID-19); Radiology; Bronchoscopy; Pathology; Combinatorics; Telecommunications; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003836309,0.0001983562,0.0006552561,0.0002414393,0.00006621409,0.00001461509,0.000187618,0.0002397301,0.001992717],"category_scores_gemma":[0.000201966,0.0001616051,0.0007591234,0.00007197817,0.0001247924,0.0001255764,0.00002004415,0.00033733,0.0001406092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003866398,"about_ca_system_score_gemma":0.0001875981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007873302,"about_ca_topic_score_gemma":0.000004142747,"domain_scores_codex":[0.998214,0.00008154322,0.0008874561,0.0002710969,0.0002057458,0.0003401507],"domain_scores_gemma":[0.9983501,0.0002667553,0.0006095507,0.0002230726,0.0003962273,0.0001542732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.008403786,0.01098078,0.03588594,0.0001239236,0.004247834,0.0008268731,0.0004694909,0.00001753068,0.03356262,0.007226901,0.8522123,0.04604205],"study_design_scores_gemma":[0.02570974,0.05385075,0.5640603,0.0007927548,0.002539838,0.02937063,0.0001324487,0.00005077645,0.02233135,0.02734111,0.2732404,0.0005799537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8801675,0.004153872,0.002816128,0.1022737,0.001972541,0.000904901,0.0001169639,0.00004041668,0.007553882],"genre_scores_gemma":[0.9862171,0.0001538459,0.003018558,0.005621961,0.0009635898,0.00002177097,0.00006464315,0.00001867885,0.003919894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5789719,"threshold_uncertainty_score":0.9989196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03194732170231013,"score_gpt":0.3602963128691494,"score_spread":0.3283489911668392,"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."}}