{"id":"W4407294099","doi":"10.1016/j.chest.2024.09.032","title":"Make Mine a Double","year":2025,"lang":"en","type":"editorial","venue":"CHEST Journal","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Geology; Mining engineering","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":[0.01658958,0.005065845,0.006487258,0.006997057,0.007326252,0.02152231,0.004725944,0.03621821,0.05849543],"category_scores_gemma":[0.1051304,0.002633751,0.005151323,0.002567593,0.004707063,0.009220314,0.006596221,0.04182712,0.03944062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005386225,"about_ca_system_score_gemma":0.007628393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002194714,"about_ca_topic_score_gemma":0.007755394,"domain_scores_codex":[0.9804193,0.004551327,0.002273777,0.001697054,0.009680502,0.001377915],"domain_scores_gemma":[0.9212483,0.02776172,0.006406856,0.003440991,0.02599484,0.01514726],"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":[0.00002453769,0.00001061417,0.00002104725,0.0001022665,0.00002367898,0.00003786348,0.000008015795,0.000006939746,0.00001664558,0.0001716371,0.9968436,0.002733276],"study_design_scores_gemma":[0.0002148743,0.00003749024,0.0002264284,0.0008342087,0.0001133384,0.0001519995,0.00007481779,0.00009834482,0.00005444533,0.00156358,0.9965918,0.00003861768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001806515,0.002153641,0.00007111102,0.05272513,0.9434544,0.00002574144,0.00003833854,0.00005154328,0.001462051],"genre_scores_gemma":[0.0002494661,0.00165573,0.000106341,0.08012333,0.9075671,0.0000517759,0.00003404843,0.00005731087,0.01015484],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05849543,"threshold_uncertainty_score":0.1956867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02795556470952218,"score_gpt":0.3644329398895542,"score_spread":0.336477375180032,"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."}}