{"id":"W2049095405","doi":"10.1111/ctr.12556","title":"Factors affecting discharge destination following lung transplantation","year":2015,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre; Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Rehabilitation; Demographics; Mechanical ventilation; Intensive care unit; Emergency medicine; Hospital discharge; Transplantation; Intensive care medicine; Health care; Retrospective cohort study; Physical therapy; Surgery; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001775106,0.0002949797,0.0005788765,0.0001797925,0.0001700036,0.00005109172,0.00009913253,0.0002587393,0.00003087568],"category_scores_gemma":[0.0003756173,0.0002421153,0.0004422973,0.0003416997,0.00006577079,0.0004867208,0.000003790181,0.0003989302,0.00002890483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007665627,"about_ca_system_score_gemma":0.0001519891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002681607,"about_ca_topic_score_gemma":0.00002715822,"domain_scores_codex":[0.9972239,0.000404217,0.0009711725,0.0004962117,0.0005596793,0.0003448444],"domain_scores_gemma":[0.9977468,0.001292586,0.0002046296,0.00020895,0.0001361337,0.0004109621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000726675,0.0002082416,0.9868603,0.0006266081,0.0001552134,0.0001676163,0.00504751,0.00007290042,0.001328028,0.0004141249,0.0000379424,0.004354823],"study_design_scores_gemma":[0.006990158,0.0004084234,0.9820906,0.000449778,0.001572461,0.0001124484,0.0008785015,0.0009074382,0.005874468,0.0002925884,0.00006749891,0.0003556648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8270921,0.00009999066,0.1688324,0.0002327878,0.001212782,0.0005740467,0.00003693805,0.0002512061,0.001667801],"genre_scores_gemma":[0.9788963,0.0002815386,0.01894434,0.0002346968,0.0003092708,0.00001692308,0.001111919,0.00004745735,0.0001575443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1518043,"threshold_uncertainty_score":0.9873175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.206979326970523,"score_gpt":0.4636301888357063,"score_spread":0.2566508618651833,"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."}}