{"id":"W4321018706","doi":"10.1164/rccm.202209-1812oc","title":"Transbronchial Lung Cryobiopsy and Surgical Lung Biopsy: A Prospective Multi-Centre Agreement Clinical Trial (CAN-ICE)","year":2023,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"South Health Campus; Foothills Medical Centre; Université de Montréal; Université Laval; University of Calgary; McGill University; Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"Fondation Institut Universitaire de Cardiologie et de Pneumologie de Québec","keywords":"Medicine; Hypersensitivity pneumonitis; Prospective cohort study; Lung biopsy; Confidence interval; Medical diagnosis; Interstitial lung disease; Biopsy; Lung; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01842481,0.001016574,0.001986338,0.0003737573,0.0007284945,0.001498307,0.001044203,0.00185896,0.002652633],"category_scores_gemma":[0.01220935,0.0005679991,0.001529999,0.0005822267,0.0015632,0.001609162,0.001015582,0.002229274,0.0004927783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000899377,"about_ca_system_score_gemma":0.001758521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005372319,"about_ca_topic_score_gemma":0.0008313298,"domain_scores_codex":[0.9900371,0.007438471,0.0004952606,0.001106193,0.0004791192,0.0004439027],"domain_scores_gemma":[0.9855474,0.005566659,0.003077949,0.001934242,0.001265712,0.00260813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9518914,0.008760531,0.02379049,0.0005199619,0.001514228,0.0000378941,0.0001633481,0.0005235298,0.0009931712,0.0001743814,0.0004180145,0.01121309],"study_design_scores_gemma":[0.6886845,0.2250494,0.07465521,0.0002951636,0.003443338,0.0001822415,0.0002758115,0.00350609,0.001417472,0.0005876655,0.001815843,0.00008725535],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904922,0.00383443,0.0009699007,0.000423732,0.0002673449,0.00248947,0.0003329963,0.00002553691,0.001164423],"genre_scores_gemma":[0.9944987,0.0004724122,0.001600673,0.0003524114,0.0004077544,0.001895598,0.0004654864,0.000006658367,0.0003004154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01842481,"threshold_uncertainty_score":0.09744084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03022949871769785,"score_gpt":0.3702331330297018,"score_spread":0.3400036343120039,"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."}}