{"id":"W3011183633","doi":"10.1097/tp.0000000000003213","title":"The Impact of Inadequate (“AX”) Transbronchial Biopsies on Post–lung Transplant CLAD or Death","year":2020,"lang":"en","type":"article","venue":"Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Interquartile range; Hazard ratio; Confidence interval; Lung transplantation; Proportional hazards model; Biopsy; Retrospective cohort study; Internal medicine; Gastroenterology; Transplantation; Cohort; Surgery","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":[0.001874042,0.0002152345,0.0001665806,0.0004335623,0.0003134792,0.0007335931,0.0003826282,0.0002755041,0.001739426],"category_scores_gemma":[0.004895512,0.000173689,0.0005009307,0.0003116653,0.0003273358,0.0005199914,0.0005808026,0.0005446502,0.00014977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004939119,"about_ca_system_score_gemma":0.0004065338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002991607,"about_ca_topic_score_gemma":0.005259607,"domain_scores_codex":[0.9990682,0.0002649905,0.00008249644,0.0001799771,0.0001578216,0.0002465742],"domain_scores_gemma":[0.9934658,0.002019545,0.00302394,0.0003788239,0.0004054076,0.0007064708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001950377,0.00000964526,0.9989551,0.000004855245,0.00002366281,0.0000328546,0.00001089544,0.00003685317,0.00007911267,0.000008788343,0.00003388552,0.000609231],"study_design_scores_gemma":[0.000004247388,0.0001310231,0.9989755,0.000008665034,0.00003815031,0.0002814615,0.00008129555,0.0002918817,0.0000825582,0.00001714203,0.00008584597,0.0000022615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991921,0.0002526679,0.00007034423,0.00003401246,0.000004713081,0.000003071192,0.0001749529,0.000001936282,0.0002661852],"genre_scores_gemma":[0.9997794,0.00003043959,0.00002886165,0.00001053176,0.000005549534,0.000001481214,0.0001129636,7.520655e-7,0.00002993462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002991607,"threshold_uncertainty_score":0.009911001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05326741439307978,"score_gpt":0.3654996318523644,"score_spread":0.3122322174592846,"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."}}