{"id":"W2325506478","doi":"10.1016/s1569-1993(16)00020-5","title":"Referral to lung transplantation- too little, too late","year":2016,"lang":"de","type":"letter","venue":"Journal of Cystic Fibrosis","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital; University Health Network; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Cystic fibrosis; Lung transplantation; Referral; Lung; Transplantation; Intensive care medicine; Internal medicine; Family 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":[0.002719445,0.0003825712,0.0007923454,0.000543079,0.00338898,0.003016081,0.0009093886,0.02435206,0.006254143],"category_scores_gemma":[0.02267965,0.0003880835,0.0008237471,0.0006790021,0.001785374,0.002857553,0.001141612,0.02648475,0.002809282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004607411,"about_ca_system_score_gemma":0.003823584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004329524,"about_ca_topic_score_gemma":0.01152034,"domain_scores_codex":[0.9971494,0.001064075,0.0004738799,0.0002955247,0.0005366936,0.0004804201],"domain_scores_gemma":[0.9897642,0.0037882,0.0008879971,0.0002692922,0.001247797,0.00404245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001284084,0.0001599701,0.01290108,0.00008940922,0.00004199972,0.01314716,0.0004440226,0.0001362987,0.0004750161,0.008434623,0.9426491,0.021393],"study_design_scores_gemma":[0.0005693897,0.0003856852,0.01812103,0.002770677,0.0001849604,0.0815388,0.005513251,0.00237829,0.001245429,0.04782542,0.8391678,0.0002993268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00127364,0.0004797252,0.0000488829,0.9911169,0.005244335,0.000003581293,0.00002680627,0.000006708152,0.001799405],"genre_scores_gemma":[0.02438744,0.001597326,0.0003600324,0.934827,0.03404928,0.00001818272,0.00004129693,0.00002696243,0.004692431],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02435206,"threshold_uncertainty_score":0.03342927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02122470663067189,"score_gpt":0.3124757372164534,"score_spread":0.2912510305857815,"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."}}