{"id":"W2401062666","doi":"10.5114/kitp.2015.50566","title":"HEART AND LUNG FAILURE, TRANSPLANTOLOGY Meeting Update: International Society for Heart and Lung Transplantation 2014","year":2015,"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 transplantation; Lung; Medicine; Transplantation; Heart failure; Cardiothoracic surgery; Heart transplantation; Internal medicine; Cardiology; 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":[0.003745052,0.0009946475,0.001572831,0.006212275,0.0008353613,0.003318,0.001875433,0.002324283,0.05995795],"category_scores_gemma":[0.0126748,0.0005177403,0.001430734,0.005265533,0.000402988,0.002493787,0.00257118,0.004636746,0.03994933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003064369,"about_ca_system_score_gemma":0.008334151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008043488,"about_ca_topic_score_gemma":0.01450166,"domain_scores_codex":[0.9973907,0.0003001899,0.0005373416,0.0001599231,0.001329989,0.0002819235],"domain_scores_gemma":[0.9880118,0.0008677414,0.001172313,0.0001968833,0.008123935,0.00162737],"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":[0.00003346738,0.00002138125,0.0004869525,0.0003233176,0.00001126319,0.00002734453,0.00001121479,0.00005108737,0.00003792435,0.0001514394,0.9211906,0.07765395],"study_design_scores_gemma":[0.00004900628,0.00002712378,0.003783695,0.001399016,0.00005081414,0.0002851156,0.00005047032,0.00007626796,0.00009879046,0.0004121022,0.9937482,0.00001932143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003542757,0.3051522,0.004904205,0.2001415,0.2388347,0.0009559189,0.0493142,0.003069661,0.1940848],"genre_scores_gemma":[0.02196896,0.4467574,0.01106296,0.06007702,0.1360346,0.001797618,0.13246,0.001106539,0.188735],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05995795,"threshold_uncertainty_score":0.2005793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03437739792114346,"score_gpt":0.3529910127096428,"score_spread":0.3186136147884994,"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."}}