{"id":"W7095563854","doi":"","title":"496 | Healio.com/Psychiatry PSYCHIATRIC ANNALS 43:11 | NOVEMBER 2013","year":2015,"lang":"en","type":"article","venue":"","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Mental health; Burden of disease; Public health; Health care; Personality disorders; Disease burden; Disease","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":[0.0001302646,0.0001806262,0.000132858,0.00004894904,0.00008186288,0.00002227253,0.000235624,0.0001578234,0.00006331116],"category_scores_gemma":[0.000009096844,0.0001656654,0.00009054485,0.0002149924,0.00004917318,0.00000554395,0.00008184558,0.00009972498,0.00007172812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001219442,"about_ca_system_score_gemma":0.0001515088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009224933,"about_ca_topic_score_gemma":0.0002358656,"domain_scores_codex":[0.9989033,0.00002153289,0.0002279055,0.0003881942,0.0001062038,0.0003528747],"domain_scores_gemma":[0.9990736,0.000002668447,0.00008277388,0.0005237818,0.0001232413,0.0001938861],"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":[0.00003129762,0.0001504244,0.003035695,0.000006688114,0.00001646844,1.879937e-7,0.000005736416,0.00004449811,0.08457486,0.005543058,0.9057717,0.0008194332],"study_design_scores_gemma":[0.000347827,0.0002770827,0.0002190407,0.000003190544,0.000009823752,0.00001849248,0.00003254552,0.00003287175,0.08716262,0.003612759,0.9080052,0.0002785418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3660741,0.01177741,0.5224247,0.04454459,0.001014795,0.001587387,0.0001277827,0.0005175887,0.05193164],"genre_scores_gemma":[0.718354,0.002233051,0.2174341,0.01846651,0.001817656,0.0003653509,0.0007230838,0.0001811009,0.04042513],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.35228,"threshold_uncertainty_score":0.6755638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740165472289001,"score_gpt":0.3488043359903791,"score_spread":0.3314026812674891,"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."}}