{"id":"W2093681730","doi":"10.1378/chest.1991916","title":"EBUS-TBNA and Melanoma","year":2014,"lang":"cy","type":"article","venue":"CHEST Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Session (web analytics); Bronchoscopy; Flexible bronchoscopy; Melanoma; Medical physics; General surgery; Radiology; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008494759,0.0001799616,0.0003368698,0.0009314629,0.0005182975,0.001311549,0.0003090647,0.001416026,0.008472279],"category_scores_gemma":[0.00393546,0.0002141034,0.0004379794,0.001101764,0.0004770237,0.0009366393,0.0005270849,0.001526895,0.0007692457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000685856,"about_ca_system_score_gemma":0.0009711226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00406909,"about_ca_topic_score_gemma":0.005720268,"domain_scores_codex":[0.9995325,0.0001514937,0.0000468206,0.00004408627,0.0001179032,0.0001071392],"domain_scores_gemma":[0.9986593,0.0005393322,0.0003569653,0.00008100927,0.0001259743,0.0002375724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.002868398,0.0006456109,0.837676,0.0005859163,0.0004805908,0.004924389,0.000232902,0.0003544136,0.001840782,0.002220863,0.007298615,0.1408716],"study_design_scores_gemma":[0.0001996066,0.0009244875,0.9280446,0.0009308067,0.0006139486,0.02129227,0.001020501,0.0007322112,0.0009984451,0.005752983,0.03944392,0.00004620406],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.607699,0.3247522,0.0004185053,0.01434945,0.0008269435,0.0000428865,0.0006637632,0.0000434643,0.05120376],"genre_scores_gemma":[0.9592203,0.03289305,0.0003817061,0.001357198,0.0009707293,0.00001430616,0.0003160134,0.000006816776,0.004839879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008472279,"threshold_uncertainty_score":0.02834266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01265612864204104,"score_gpt":0.2683869082115023,"score_spread":0.2557307795694613,"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."}}