{"id":"W4239189470","doi":"10.14740/jnr640","title":"Gender and Psychotropic Poisoning in the USA","year":2020,"lang":"en","type":"article","venue":"Journal of Neurology Research","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Retrospective cohort study; Psychotropic Agent; Mood; Anxiety; Demography; Pediatrics; Psychiatry; Internal medicine","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":[0.0006328906,0.00004952525,0.0001585746,0.0001340811,0.00005277117,0.00001419517,0.0001136727,0.00005069384,0.00003043798],"category_scores_gemma":[0.0003829639,0.00002803101,0.00003362647,0.0002267225,0.00008998094,0.00004056931,0.00002702971,0.0010264,0.0000141716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008265995,"about_ca_system_score_gemma":0.00006974956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001364979,"about_ca_topic_score_gemma":0.000004143437,"domain_scores_codex":[0.9988275,0.0003571763,0.0001721062,0.0001004185,0.0003343675,0.0002085002],"domain_scores_gemma":[0.9993888,0.0003028451,0.00004359766,0.00008217477,0.00007322326,0.0001093286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009895178,0.00008944524,0.9896227,0.00001644468,0.00003371227,0.002377461,0.001628083,0.000004503041,0.001891827,0.00009560963,0.002069705,0.001181008],"study_design_scores_gemma":[0.001734814,0.002581732,0.9904239,0.00001195386,0.00001338818,0.001959105,0.0001320985,0.0001082145,0.00004294663,0.0001545146,0.002818072,0.00001925665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668974,0.000556447,0.000005829929,0.03115065,0.00003909987,0.0000744702,2.214902e-7,0.000001709822,0.001274225],"genre_scores_gemma":[0.9948018,0.0002512237,0.0000687392,0.004671793,0.0001767917,0.000001195635,1.396928e-7,0.00000562385,0.00002265964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02790448,"threshold_uncertainty_score":0.4459252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.28902215405062,"score_gpt":0.4635211732561005,"score_spread":0.1744990192054804,"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."}}