{"id":"W4231394062","doi":"10.1097/mot.0b013e3283595602","title":"Editorial introductions","year":2012,"lang":"en","type":"article","venue":"Current Opinion in Organ Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Columbia university; Medicine; Lung transplantation; Library science; Section (typography); Transplantation; Medical education; General surgery; Family medicine; Surgery; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006060853,0.002567676,0.002089134,0.00577378,0.002572316,0.0077251,0.003200643,0.006098715,0.1919556],"category_scores_gemma":[0.04686722,0.0008358864,0.002463552,0.001900318,0.00134496,0.004389679,0.002409994,0.006760021,0.1189859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002597155,"about_ca_system_score_gemma":0.004109375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008189264,"about_ca_topic_score_gemma":0.001503677,"domain_scores_codex":[0.9935074,0.001021004,0.0008527561,0.000906882,0.003142704,0.0005693657],"domain_scores_gemma":[0.9536302,0.008254821,0.003431335,0.001670646,0.02681741,0.006195644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002200402,0.00000766511,0.00001985565,0.0002063899,0.000004702025,0.00005008735,0.0000114502,0.00001663376,0.00004173536,0.0002646936,0.9876429,0.01171198],"study_design_scores_gemma":[0.00002371029,0.00002263112,0.000107004,0.0004266308,0.00001051321,0.0001632973,0.00003436829,0.00003976892,0.0000757126,0.0008714559,0.9982121,0.00001286613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0000599622,0.00458586,0.0003175339,0.02440178,0.9604679,0.00007412265,0.0002996384,0.0002531519,0.009539987],"genre_scores_gemma":[0.0009080216,0.006560046,0.0004850445,0.02355151,0.9263138,0.0001080545,0.0005669842,0.0002467495,0.04125988],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1919556,"threshold_uncertainty_score":0.6421555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05532988022710556,"score_gpt":0.3891769112561337,"score_spread":0.3338470310290282,"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."}}