{"id":"W4392247544","doi":"10.3138/jmvfh.10.1.ed01","title":"<i>JMVFH</i>: The first decade and beyond","year":2024,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004798354,0.00009818831,0.0003060785,0.00006828896,0.0001168779,0.00001222214,0.0000462052,0.00005330741,0.00001060624],"category_scores_gemma":[0.0001045716,0.00005145664,0.00007497276,0.00009136704,0.0001103903,0.00006325063,0.00002156919,0.0003409665,0.000003309761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001790957,"about_ca_system_score_gemma":0.0001331508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005008837,"about_ca_topic_score_gemma":0.00001946589,"domain_scores_codex":[0.9991193,0.00004180836,0.0003817561,0.0001129924,0.000168513,0.0001755748],"domain_scores_gemma":[0.9991678,0.0004134039,0.00003912725,0.00008503447,0.00003788497,0.0002567595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001546956,0.0006987683,0.04627302,0.005453183,0.0004498635,0.003035551,0.01563374,0.00001096926,0.0003114644,0.005090206,0.5712233,0.350273],"study_design_scores_gemma":[0.002756977,0.007349685,0.4858543,0.001863404,0.0001866673,0.005598254,0.00438511,0.001370585,0.000008121418,0.005327341,0.4850646,0.0002349515],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6110993,0.346505,0.0001521803,0.04122111,0.000228017,0.0001336078,0.000008803739,0.00001036991,0.000641578],"genre_scores_gemma":[0.8931367,0.07709709,0.0007088091,0.02886301,0.0001573532,0.000001209606,0.000001521874,0.000009079199,0.00002520149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4395813,"threshold_uncertainty_score":0.2098341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02599671917798281,"score_gpt":0.308695884667918,"score_spread":0.2826991654899352,"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."}}