{"id":"W1915794481","doi":"10.1111/j.2040-1124.2010.00007.x","title":"Why do we need a new journal now?","year":2010,"lang":"en","type":"article","venue":"Journal of Diabetes Investigation","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Medicine; Population; Wonder; Family medicine; Gerontology; Environmental health; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001520315,0.0002228113,0.0006517065,0.0004647725,0.0001227589,0.0001907134,0.0002338081,0.0002136942,0.0002495626],"category_scores_gemma":[0.001113615,0.0001753479,0.0006347425,0.0003758045,0.0001720367,0.0006143711,0.00003125286,0.00138161,0.00004258458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007180886,"about_ca_system_score_gemma":0.0006245715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004072517,"about_ca_topic_score_gemma":0.00003628312,"domain_scores_codex":[0.9976309,0.0001129189,0.0008046567,0.0001571367,0.0009290923,0.0003652994],"domain_scores_gemma":[0.9972984,0.00009265136,0.0007376216,0.0003369375,0.0006360303,0.000898333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007889035,0.0001903831,0.07682289,0.0002061315,0.001388718,0.0000918694,0.001315339,0.00007638311,0.1402406,0.0001935837,0.2286073,0.5507879],"study_design_scores_gemma":[0.009085023,0.002015808,0.1472922,0.001985244,0.001910472,0.001279326,0.0003907856,0.0003313364,0.1333598,0.03341529,0.6682913,0.000643395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760902,0.004110513,0.0003786167,0.01664476,0.002098853,0.0002115876,0.000001794838,0.00002786045,0.000435835],"genre_scores_gemma":[0.9608606,0.0006458006,0.02439396,0.004179466,0.009332453,0.000004412743,0.000006847687,0.00007931097,0.0004972126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5501444,"threshold_uncertainty_score":0.7150479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131373491029759,"score_gpt":0.2359235810111706,"score_spread":0.2227862319081947,"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."}}