{"id":"W2219726254","doi":"10.1016/j.ejrad.2015.12.007","title":"Percutaneous CT guided lung biopsy in patients with pulmonary hypertension: Assessment of complications","year":2015,"lang":"en","type":"article","venue":"European Journal of Radiology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal General Hospital; McGill University","funders":"","keywords":"Medicine; Lung biopsy; Percutaneous; Radiology; Pulmonary hypertension; Lung; Biopsy; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.000314294,0.0000952601,0.0003622829,0.0001281605,0.0000166225,0.000002951633,0.00008960498,0.00001083336,0.00001761467],"category_scores_gemma":[0.0000382754,0.00006042332,0.00005577779,0.0001009413,0.00007078754,0.00003272716,0.00002104354,0.000137917,0.000003812632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002203083,"about_ca_system_score_gemma":0.0001516015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007575304,"about_ca_topic_score_gemma":5.786795e-7,"domain_scores_codex":[0.9989232,0.0002401847,0.0004300347,0.0001155281,0.0001733283,0.0001177623],"domain_scores_gemma":[0.9990032,0.00005146566,0.0002808517,0.000192383,0.0003295005,0.000142655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001733936,0.0007187304,0.9879116,0.00001703108,0.0001540852,0.005247766,0.00008161502,0.0002229677,0.000196427,0.0000480436,0.004064224,0.001164148],"study_design_scores_gemma":[0.003004071,0.001828121,0.9648206,0.000180758,0.0001331554,0.02887922,0.00005008274,0.0001185207,0.000009640349,0.000006564017,0.0009131497,0.00005610757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922686,0.0005129937,0.00009137514,0.001325347,0.0001397314,0.0001580252,0.00000464534,0.000004807245,0.005494537],"genre_scores_gemma":[0.9951148,0.00006867008,0.004475041,0.0002249861,0.00006660868,8.773688e-7,0.00001388266,0.00001656226,0.00001855498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02363145,"threshold_uncertainty_score":0.2463991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0301927218969236,"score_gpt":0.2912380284564435,"score_spread":0.2610453065595199,"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."}}