{"id":"W2796621971","doi":"10.1111/ctr.13233","title":"Quantitative chest <scp>CT</scp> for subtyping chronic lung allograft dysfunction and its association with survival","year":2018,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Toshiba Medical Systems","keywords":"Bronchiolitis obliterans; Medicine; Percentile; Proportional hazards model; Lung; Survival analysis; Hazard ratio; Pulmonary function testing; Internal medicine; Univariate analysis; Radiology; Lung transplantation; Multivariate analysis; Statistics; Confidence interval","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":[0.002374578,0.0003258195,0.0002807865,0.001706835,0.0002151969,0.0007141247,0.0003162786,0.0003971275,0.001066685],"category_scores_gemma":[0.005721069,0.0001561691,0.0002568705,0.0009858697,0.0004319448,0.0005227435,0.000381403,0.0003610343,0.0002460027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003339782,"about_ca_system_score_gemma":0.0002586068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008734958,"about_ca_topic_score_gemma":0.001096175,"domain_scores_codex":[0.9991178,0.0003627826,0.0001020066,0.0001048522,0.0002473566,0.00006524898],"domain_scores_gemma":[0.9962144,0.00171829,0.001080666,0.0003381395,0.000393296,0.0002550357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001790141,0.00001952321,0.9951233,0.000009435767,0.00002844324,0.00003595261,0.00001609207,0.0001739648,0.000816009,0.00003123968,0.00005622869,0.003510701],"study_design_scores_gemma":[0.00000933801,0.0002794476,0.9929277,0.00001122879,0.00004966922,0.0009860346,0.00007402888,0.003739432,0.001450936,0.0001169025,0.0003450454,0.00001024054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955572,0.0006924403,0.002508058,0.0000453969,0.00001019493,0.00001969222,0.0002767719,0.00003424105,0.0008559944],"genre_scores_gemma":[0.9990599,0.00004698951,0.000663631,0.000007772715,0.000006668752,0.000008694632,0.0001248947,0.000004058791,0.00007741781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002374578,"threshold_uncertainty_score":0.0125581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08122939173530373,"score_gpt":0.4055569154234419,"score_spread":0.3243275236881382,"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."}}