{"id":"W2988153041","doi":"10.5114/kitp.2019.88604","title":"Lung retransplantation for chronic lung allograft dysfunction","year":2019,"lang":"en","type":"article","venue":"Polish Journal of Cardio-Thoracic Surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung; Lung transplantation; Medicine; Cardiothoracic surgery; Internal medicine; Surgery","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":[0.001502407,0.0002295163,0.0003584884,0.001073776,0.000311249,0.0008743931,0.0003270363,0.0004319981,0.01722984],"category_scores_gemma":[0.002847356,0.00008808586,0.0006281218,0.0004306386,0.0002020264,0.0005145457,0.0004825614,0.0008990103,0.006102531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002621506,"about_ca_system_score_gemma":0.0006001401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002921617,"about_ca_topic_score_gemma":0.0005008015,"domain_scores_codex":[0.9996074,0.0001018058,0.00004797439,0.00003693334,0.0001477821,0.00005810086],"domain_scores_gemma":[0.9982448,0.000678374,0.0002117641,0.0002195406,0.0002759837,0.0003696026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001435984,0.0002348592,0.01681955,0.001469939,0.000125142,0.01394552,0.0002199282,0.0001788324,0.00604067,0.002316289,0.2370466,0.7201667],"study_design_scores_gemma":[0.0004603801,0.002316856,0.06489965,0.003595145,0.0003556744,0.1241627,0.0004824146,0.00154973,0.01166229,0.006805839,0.7836168,0.00009269646],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1968722,0.4540002,0.040752,0.05688321,0.05114964,0.001079312,0.006840028,0.005050673,0.1873726],"genre_scores_gemma":[0.6921043,0.1639105,0.01361972,0.01347934,0.02008381,0.0004218357,0.009790308,0.0005740581,0.08601595],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01722984,"threshold_uncertainty_score":0.05763948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02438365896784917,"score_gpt":0.3401889556207618,"score_spread":0.3158052966529127,"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."}}