{"id":"W4388342052","doi":"10.1016/j.ajt.2023.10.022","title":"The 2022 Banff Meeting Lung Report","year":2023,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; University of Alberta","funders":"","keywords":"Medicine; Lung; Intensive care medicine; 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":[0.002776814,0.0004823878,0.0003953788,0.00137509,0.00144708,0.003560775,0.000965272,0.0060486,0.08213361],"category_scores_gemma":[0.005612306,0.0002449962,0.0006756866,0.0004129302,0.0005669013,0.0007908846,0.001218551,0.003740309,0.04445466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00211557,"about_ca_system_score_gemma":0.004901997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004915054,"about_ca_topic_score_gemma":0.01786512,"domain_scores_codex":[0.99777,0.0002873441,0.000106242,0.0001717772,0.001188386,0.0004763645],"domain_scores_gemma":[0.9955734,0.0005949902,0.0001879027,0.0002320741,0.001740526,0.001671058],"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":[0.00005408001,0.00004250505,0.0009221323,0.00002770539,0.000007522045,0.0002032548,0.000005973466,0.00001884046,0.0001889667,0.0007888319,0.9879234,0.009816647],"study_design_scores_gemma":[0.0000314335,0.00003785134,0.003063387,0.0001119622,0.00001091834,0.0002916291,0.00004007498,0.00007855226,0.0003387211,0.0008536209,0.9951286,0.00001331603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005760803,0.008053456,0.001127708,0.3089659,0.3095104,0.0003893477,0.006206976,0.0004498497,0.3595356],"genre_scores_gemma":[0.02548357,0.003971588,0.000966247,0.08302578,0.08901884,0.000397733,0.004805981,0.000190851,0.7921394],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08213361,"threshold_uncertainty_score":0.2747643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0128224326269572,"score_gpt":0.3363596009693852,"score_spread":0.323537168342428,"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."}}