{"id":"W1964911119","doi":"10.1097/lbr.0000000000000123","title":"Assessment of the New Thin Convex Probe Endobronchial Ultrasound Bronchoscope and the Dedicated Aspiration Needle","year":2015,"lang":"en","type":"article","venue":"Journal of Bronchology & Interventional Pulmonology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Endobronchial ultrasound; Radiology; Lymph; Bronchoscopy; Lymph node; Bronchus; Lung; Pathology; Respiratory disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00234189,0.0004994146,0.0002486375,0.0007089445,0.0001254323,0.0006249874,0.000370143,0.0007294543,0.0007970387],"category_scores_gemma":[0.00474999,0.0003170019,0.0003267652,0.0001883162,0.0005231866,0.001113868,0.00056927,0.0003682774,0.0001690317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003209019,"about_ca_system_score_gemma":0.0005188848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005291646,"about_ca_topic_score_gemma":0.0006103963,"domain_scores_codex":[0.9986401,0.000373603,0.0001260087,0.0001861461,0.0005915195,0.00008268427],"domain_scores_gemma":[0.9968686,0.001096464,0.0006923698,0.0001824403,0.0008528688,0.0003073647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001831989,0.0001231454,0.06323341,0.0004691169,0.00009215129,0.00166253,0.0002443077,0.001371669,0.8654965,0.0002239534,0.0001470171,0.06510413],"study_design_scores_gemma":[0.0001554116,0.02027135,0.5658794,0.0002057808,0.0008517447,0.03848704,0.0005555424,0.04496963,0.3210911,0.0003036009,0.007087436,0.000141927],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545261,0.001764743,0.0417692,0.000070448,0.00004199267,0.0001835578,0.00005550417,0.00008538504,0.001503018],"genre_scores_gemma":[0.947825,0.0005280823,0.05103289,0.00007114522,0.00002286206,0.0001063049,0.0001102492,0.00001705988,0.0002864198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00234189,"threshold_uncertainty_score":0.01238531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02310335817818948,"score_gpt":0.3248139697942945,"score_spread":0.301710611616105,"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."}}