{"id":"W4408851767","doi":"10.3138/cjgim.2024.1110","title":"Preface","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Traditional medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002310099,0.000827205,0.000597435,0.00333211,0.00285533,0.003083496,0.001190357,0.001065074,0.3346131],"category_scores_gemma":[0.02202179,0.0002435187,0.0005451951,0.001772069,0.0005662348,0.001807838,0.001958654,0.003384128,0.2090667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002465349,"about_ca_system_score_gemma":0.003650009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01158522,"about_ca_topic_score_gemma":0.0130183,"domain_scores_codex":[0.9988828,0.0001901434,0.0000813322,0.0001474972,0.0005915033,0.0001067914],"domain_scores_gemma":[0.9859574,0.00198335,0.00037228,0.0007717176,0.009254141,0.001661173],"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":[0.00001410945,0.000006990528,0.00005486665,0.0000456296,8.438369e-7,0.00002595041,0.00002809667,0.00001775181,0.00003510936,0.001265821,0.9849652,0.01353975],"study_design_scores_gemma":[0.000003983848,0.000007203808,0.0002585602,0.0001012045,0.000001460107,0.00003685922,0.00006323963,0.00001398203,0.00004942842,0.001158558,0.9983017,0.000003805405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0009427456,0.0092396,0.003261998,0.05967046,0.553502,0.0006369732,0.01067212,0.0009843413,0.3610898],"genre_scores_gemma":[0.005493723,0.005595677,0.002016136,0.01878768,0.06967427,0.0004655286,0.007599238,0.0007337772,0.889634],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3346131,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01698989448148734,"score_gpt":0.2932414535652342,"score_spread":0.2762515590837468,"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."}}