{"id":"W2037930549","doi":"10.1136/bmj.326.7401.1270","title":"Gerald Charles Joseph Bennett","year":2003,"lang":"en","type":"article","venue":"BMJ","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science","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":[0.0003324124,0.00004425164,0.00006322373,0.00002269539,0.0002482125,0.00003441621,0.00009201084,0.00004956716,0.0008726503],"category_scores_gemma":[0.000154856,0.00004131744,0.00003804662,0.0001310451,0.00005350391,0.00008222753,0.00000609129,0.00005306054,0.0003183474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001717262,"about_ca_system_score_gemma":0.00008164564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004759036,"about_ca_topic_score_gemma":0.002194863,"domain_scores_codex":[0.9993361,0.0001152311,0.00008089523,0.00009849803,0.000161427,0.0002078365],"domain_scores_gemma":[0.9997343,0.00005328759,0.00002513692,0.0001012638,0.00002213626,0.0000638835],"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":[0.00000852402,0.00009975603,0.01916827,0.000009086191,0.00003859242,0.00003475475,0.02832714,0.000003462676,0.001601059,0.2047793,0.7161897,0.02974042],"study_design_scores_gemma":[0.0001022871,0.00001423234,0.001538313,0.00001879925,0.000004850985,0.000001053159,0.0006165872,9.506994e-7,0.001009806,0.004920724,0.991676,0.00009642541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3092826,0.001632625,0.00004010503,0.008634413,0.0004892637,0.0002616988,0.000001347769,0.0001171649,0.6795408],"genre_scores_gemma":[0.9874527,0.0007501238,0.0003669758,0.001375069,0.0004872874,0.00001665189,8.436879e-7,0.00000749406,0.009542801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6781701,"threshold_uncertainty_score":0.9554909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0348753832531401,"score_gpt":0.3311164171852198,"score_spread":0.2962410339320797,"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."}}