{"id":"W4406564702","doi":"10.1016/j.ypdi.2015.12.028","title":"10.1016/j.ypdi.2015.12.028","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cystic fibrosis; Lung transplantation; Internal medicine; Transplantation; Lung; Oncology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001644217,0.0009049135,0.0004367995,0.001963648,0.0006736629,0.002833808,0.001119491,0.002135816,0.8042659],"category_scores_gemma":[0.002729148,0.0003643474,0.0005849665,0.001098252,0.0008850672,0.002170364,0.001465003,0.001580935,0.662109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001322747,"about_ca_system_score_gemma":0.00153485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00279218,"about_ca_topic_score_gemma":0.002717578,"domain_scores_codex":[0.9994069,0.0001023367,0.00006479862,0.0001246898,0.0001694765,0.0001317175],"domain_scores_gemma":[0.9983895,0.0003941933,0.0002582342,0.0001140366,0.0002566075,0.0005874702],"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":[0.0003908641,0.0005368675,0.0224896,0.0005700712,0.00006806751,0.0003264829,0.000148522,0.0002465158,0.0004211543,0.007378845,0.1707523,0.7966707],"study_design_scores_gemma":[0.0001830295,0.0002973989,0.02047409,0.002124,0.0001263236,0.004469176,0.0007716699,0.0006680361,0.001157175,0.01283288,0.9568306,0.00006569097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01473665,0.01833695,0.006361407,0.01705535,0.003386561,0.0002274275,0.006641456,0.001929766,0.9313245],"genre_scores_gemma":[0.05989089,0.01237662,0.009929243,0.005186884,0.002360493,0.0003461017,0.00490173,0.0006344492,0.9043736],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1957341,"threshold_uncertainty_score":0.2791909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243826105143339,"score_gpt":0.2502579843353887,"score_spread":0.2378197232839553,"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."}}