{"id":"W3022915801","doi":"10.1016/j.athoracsur.2015.01.009","title":"Invited Commentary","year":2015,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Scopus; Lung transplantation; Transplantation; Pediatrics; Lung; Gerontology; MEDLINE; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01242141,0.00151221,0.003143822,0.001753472,0.00884292,0.01281831,0.004575252,0.1072686,0.01954737],"category_scores_gemma":[0.1052701,0.001495337,0.00317866,0.001325758,0.005794928,0.005888977,0.005910029,0.07119162,0.01338914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01336614,"about_ca_system_score_gemma":0.01929376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01291675,"about_ca_topic_score_gemma":0.02104429,"domain_scores_codex":[0.983171,0.004215423,0.001564686,0.002110108,0.005760756,0.003177942],"domain_scores_gemma":[0.9567928,0.02003233,0.00359412,0.001239954,0.009011683,0.009329135],"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":[0.00001277939,0.000006506632,0.000152361,0.0000306816,0.00001046465,0.0002400313,0.00008359084,0.00001384191,0.00001536476,0.0008535926,0.9967546,0.00182628],"study_design_scores_gemma":[0.00009283415,0.00002959547,0.0007497969,0.0007019545,0.00005617079,0.0005893946,0.0005154918,0.0001542421,0.0001033049,0.00574624,0.9911896,0.00007137343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001019911,0.0009762617,0.00003141861,0.9506865,0.04589332,0.000013198,0.00004027402,0.00001525206,0.002241655],"genre_scores_gemma":[0.0008118295,0.0003656565,0.00003333737,0.961407,0.03184036,0.00003132455,0.00001579381,0.0000129457,0.005481748],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1072686,"threshold_uncertainty_score":0.0969786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3049112344979047,"score_gpt":0.4576115439497869,"score_spread":0.1527003094518822,"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."}}