{"id":"W4409982646","doi":"10.3138/jmvfh-2024-1125","title":"Foreword","year":2025,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.00168684,0.0008369524,0.000875313,0.001595486,0.002358146,0.004130478,0.001344837,0.00605749,0.2876617],"category_scores_gemma":[0.01521634,0.0003212794,0.0007956784,0.0007142607,0.0007885206,0.002191997,0.002440763,0.006558937,0.2793918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00171531,"about_ca_system_score_gemma":0.004380798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003130769,"about_ca_topic_score_gemma":0.006774251,"domain_scores_codex":[0.9986332,0.0001810037,0.00009151666,0.0001610508,0.0007409425,0.0001922648],"domain_scores_gemma":[0.9915924,0.001238866,0.0003525483,0.000365753,0.004376719,0.002073695],"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":[0.000005427947,0.000004658825,0.00001994932,0.00002866033,8.170588e-7,0.00002149384,0.000004649421,0.000003013729,0.00002362865,0.0003601409,0.9895574,0.009970208],"study_design_scores_gemma":[0.000005354593,0.000007261552,0.0001201147,0.0001307354,0.000002372803,0.00007412217,0.00002247168,0.000007260686,0.00003546615,0.000626308,0.9989651,0.000003222131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002474047,0.009474433,0.0005934524,0.1986163,0.6043743,0.0001848456,0.0008264958,0.000371916,0.1853109],"genre_scores_gemma":[0.001934879,0.00567185,0.0005144856,0.1725367,0.162264,0.0002207426,0.0007700552,0.0003032861,0.6557841],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2876617,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02692645243330954,"score_gpt":0.3244852718322512,"score_spread":0.2975588193989417,"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."}}