{"id":"W4414586187","doi":"10.63354/cjwoc.v1i2.15851","title":"Message from the Editor-in-Chief","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Wound Ostomy and Continence","topic":"Stoma care and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Journal of Communication (Canada)","funders":"","keywords":"Systematic review; Foundation (evidence); MEDLINE; Health care; Quality (philosophy); Best practice","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001197826,0.00005615245,0.0001357664,0.00009286636,0.00009531609,0.00003779041,0.0001228207,0.00003807001,0.00006331003],"category_scores_gemma":[0.0001309896,0.00003950281,0.00004055336,0.0001666672,0.00009455706,0.0000416399,0.000006771918,0.0002152071,0.000002479394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004164999,"about_ca_system_score_gemma":0.0008421579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007174076,"about_ca_topic_score_gemma":0.03042133,"domain_scores_codex":[0.9995415,0.00001958486,0.0001786138,0.00007341242,0.00006801063,0.0001189192],"domain_scores_gemma":[0.9993657,0.0001524711,0.00005550463,0.0001351182,0.0001255735,0.0001656054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008830264,0.0000275628,0.6932542,0.00001772314,0.0001084644,0.0003349356,0.001263978,0.000001561807,0.0005961083,0.008705089,0.2484737,0.04712837],"study_design_scores_gemma":[0.000466037,0.00003153141,0.5292701,0.0002101545,0.00004722458,0.00005488428,0.0005232262,0.000006334275,0.00005074182,0.00107629,0.4682257,0.00003781454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9462981,0.008489916,0.0001996908,0.03149233,0.001350378,0.0001199009,0.00001569514,0.000003422799,0.01203057],"genre_scores_gemma":[0.995171,0.00007028934,0.00006844237,0.003077479,0.000775437,0.000002754065,0.000001419949,0.000002650984,0.0008305116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.219752,"threshold_uncertainty_score":0.9994372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007373924287249027,"score_gpt":0.2376253562362285,"score_spread":0.2302514319489795,"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."}}