{"id":"W4406146487","doi":"10.1002/sim.10273","title":"Editorial","year":2025,"lang":"en","type":"editorial","venue":"Statistics in Medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Gratitude; Editor in chief; Editorial board; Library science; Sadness; History; Management; Psychology; Computer science; Economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005370453,0.001718211,0.001587985,0.002762104,0.002575793,0.008819534,0.002752657,0.005257851,0.1967434],"category_scores_gemma":[0.04835907,0.0005320677,0.00143948,0.001159174,0.001717636,0.005207695,0.002248925,0.006952774,0.1444259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002059239,"about_ca_system_score_gemma":0.004440128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006851929,"about_ca_topic_score_gemma":0.001043474,"domain_scores_codex":[0.9913974,0.001053902,0.0008143202,0.001592363,0.004445548,0.0006963901],"domain_scores_gemma":[0.958169,0.005607157,0.002433498,0.003084566,0.02517689,0.005528864],"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":[0.00001598576,0.000005461163,0.000036265,0.0001095753,0.000004769466,0.0000573593,0.00001798478,0.000008624551,0.00003674708,0.0007204369,0.9856188,0.01336799],"study_design_scores_gemma":[0.000009493347,0.00001003285,0.00007434296,0.0002244879,0.000005601267,0.000175751,0.00003862133,0.00001890662,0.00006344879,0.0008485396,0.998525,0.000005795241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00015737,0.007140813,0.0005819605,0.05842347,0.9037395,0.00006261117,0.0005569383,0.0004850263,0.02885232],"genre_scores_gemma":[0.003523757,0.01297045,0.0008880972,0.0644215,0.7738477,0.0001173396,0.001264441,0.0006592172,0.1423076],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.8032566,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04959678286750923,"score_gpt":0.4880930862123854,"score_spread":0.4384963033448762,"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."}}