{"id":"W2148479947","doi":"10.1183/09031936.04.00094504","title":"Strategies to increase limited donor resources","year":2004,"lang":"en","type":"review","venue":"European Respiratory Journal","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Lung; Medicine; Intensive care medicine; Selection (genetic algorithm); Surgery; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004138154,0.001225315,0.001460608,0.002769097,0.0006607204,0.002405548,0.002667804,0.001826771,0.01342041],"category_scores_gemma":[0.006270898,0.0002110253,0.0008921633,0.001894352,0.001019668,0.003749514,0.00382728,0.002886116,0.003414473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357448,"about_ca_system_score_gemma":0.004407845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001022301,"about_ca_topic_score_gemma":0.001584647,"domain_scores_codex":[0.9986514,0.0005395865,0.0001332596,0.0001329882,0.000409987,0.0001327738],"domain_scores_gemma":[0.9976363,0.00122684,0.0004067239,0.000129424,0.0003660491,0.0002346034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001007118,0.0003231763,0.001066619,0.01331583,0.0002032678,0.001260415,0.0004908418,0.00108958,0.0007026808,0.03512366,0.0634121,0.8829111],"study_design_scores_gemma":[0.0001324625,0.0002016647,0.002398342,0.0277407,0.00021336,0.005778827,0.001113485,0.0003976984,0.0006764324,0.02939904,0.931902,0.00004597328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003093129,0.9223194,0.01347668,0.0309126,0.002294119,0.0002518304,0.0001046079,0.000218637,0.0273291],"genre_scores_gemma":[0.02602963,0.9292098,0.01921211,0.01321085,0.002278984,0.0007804225,0.0002288967,0.00005001632,0.008999301],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01342041,"threshold_uncertainty_score":0.04489571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05730516482538145,"score_gpt":0.3474529394986349,"score_spread":0.2901477746732534,"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."}}