{"id":"W1992902470","doi":"10.5770/cgj.15.53","title":"A Little Bittle of Geriatrics...","year":2012,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Elder Abuse and Neglect","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Geriatrics; Family medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001221686,0.00009430355,0.0001694643,0.000490195,0.0006135156,0.00008302039,0.0003138138,0.0001433512,0.001157849],"category_scores_gemma":[0.0003885124,0.00009600919,0.0001219157,0.000887005,0.000086098,0.0003648111,0.00001510728,0.0002577462,0.0001031638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003586095,"about_ca_system_score_gemma":0.002158279,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06193705,"about_ca_topic_score_gemma":0.09175485,"domain_scores_codex":[0.9983355,0.000163947,0.0002775801,0.00008832902,0.0003425013,0.0007921874],"domain_scores_gemma":[0.9980626,0.0001019859,0.000165191,0.0001358242,0.0001937626,0.001340706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004446354,0.0002864843,0.3816728,0.00006175718,0.0002281956,0.0001527898,0.09532741,0.00002141136,0.001364633,0.03884561,0.3804613,0.1015331],"study_design_scores_gemma":[0.0003591643,0.00005366855,0.009544784,0.0000271779,0.00006266116,0.00006205287,0.002071809,0.000002164749,0.0003353292,0.001807023,0.9853898,0.0002844187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8104119,0.02359445,0.0002883241,0.003324685,0.006495801,0.0003099417,0.00004420964,0.00004608007,0.1554846],"genre_scores_gemma":[0.9925731,0.002901029,0.0005088411,0.0002550225,0.002852431,0.000001891359,0.000001560118,0.00001686123,0.0008892723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6049284,"threshold_uncertainty_score":0.9997552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383793768424781,"score_gpt":0.2768576189084888,"score_spread":0.253019681224241,"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."}}