{"id":"W2599429126","doi":"","title":"Disparities in Socioeconomic Status and Access to Lung Transplantation in Cystic Fibrosis","year":2012,"lang":"en","type":"dissertation","venue":"ResearchWorks at the University of Washington (University of Washington)","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia; British Columbia Lung Association; Cystic Fibrosis Foundation","keywords":"Socioeconomic status; Lung transplantation; Cystic fibrosis; Transplantation; Medicine; Lung; Intensive care medicine; Internal medicine; Environmental health; Population","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006673867,0.0001072716,0.0002015503,0.0005480233,0.0006714007,0.0007465208,0.0002367188,0.0004545076,0.005683519],"category_scores_gemma":[0.004325435,0.0001348559,0.000322877,0.001214831,0.0002103938,0.0005548841,0.0008564044,0.0007009746,0.0002964863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005861978,"about_ca_system_score_gemma":0.001280883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03695707,"about_ca_topic_score_gemma":0.0518933,"domain_scores_codex":[0.9996475,0.00007176292,0.00003114944,0.00004268738,0.00006642791,0.000140583],"domain_scores_gemma":[0.9991369,0.0001955621,0.0002318361,0.00003264633,0.0001028362,0.0003003813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006974452,0.0001801043,0.9877074,0.00001822251,0.00005155725,0.00003485356,0.0004790827,0.00003861044,0.00004095493,0.0004866081,0.001706145,0.009186676],"study_design_scores_gemma":[0.000005916134,0.00002163285,0.9985013,0.00004054605,0.00001834311,0.00001523166,0.0006860141,0.00005089641,0.00001516229,0.0002141232,0.0004284304,0.000002526763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917074,0.001067259,0.0000441636,0.002816817,0.00006086713,0.000009382084,0.001144055,0.00000134791,0.003148692],"genre_scores_gemma":[0.9976921,0.0008282492,0.00004627688,0.0001778039,0.00004640884,0.00001471433,0.0004874752,0.000001799887,0.0007051416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03695707,"threshold_uncertainty_score":0.07348388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02073597543727534,"score_gpt":0.2950085051266865,"score_spread":0.2742725296894111,"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."}}