{"id":"W4233407220","doi":"10.1177/152692481002000113","title":"Development of a Decision Aid for Adult Cystic Fibrosis Patients considering Referral for Lung Transplantation","year":2010,"lang":"en","type":"article","venue":"Progress in Transplantation","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of Ottawa; St. Michael's Hospital","funders":"","keywords":"Medicine; Referral; Cystic fibrosis; Lung transplantation; Transplantation; Context (archaeology); Intensive care medicine; Family medicine; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002784891,0.000154559,0.0002717688,0.0002447366,0.00008516676,0.00001798074,0.00008032203,0.000105372,0.000009993742],"category_scores_gemma":[0.0002563139,0.0001433954,0.00007076716,0.0001562609,0.00007619135,0.0001933792,0.000004361223,0.0001364578,7.784271e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005590171,"about_ca_system_score_gemma":0.0001299211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004906596,"about_ca_topic_score_gemma":0.0003018163,"domain_scores_codex":[0.9984024,0.00001795364,0.0006024244,0.000295551,0.0003816657,0.0003000239],"domain_scores_gemma":[0.9986739,0.0005394491,0.0001285549,0.0001205899,0.0004517533,0.00008582616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.04590783,0.0009978629,0.3820835,0.0234106,0.0001272491,0.00002236216,0.01087389,0.0001393563,0.1072119,0.0008105243,0.00004193476,0.428373],"study_design_scores_gemma":[0.03971193,0.001401816,0.459601,0.005055639,0.0004517376,0.00006837729,0.0003005964,0.02229778,0.4688379,0.0008927801,0.0007589443,0.0006215762],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8806841,0.00009530185,0.1166914,0.0000451369,0.0001596716,0.002076224,0.0002017492,0.00003064025,0.00001581633],"genre_scores_gemma":[0.5728597,0.00003847251,0.4258226,0.00000963101,0.00001932563,0.0005806551,0.000650388,0.00001696286,0.000002257362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4277514,"threshold_uncertainty_score":0.5847497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01955302999335224,"score_gpt":0.3403279068385657,"score_spread":0.3207748768452134,"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."}}