{"id":"W2021115790","doi":"10.2217/1745509x.3.6.707","title":"Canadian Coalition for Seniors’ Mental Health 2Nd National Conference","year":2007,"lang":"en","type":"article","venue":"Aging Health","topic":"Treatment of Major Depression","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Mental Health Association","funders":"","keywords":"Delirium; MEDLINE; Medicine; Mental health; Psychiatry; Depression (economics); Library science; Gerontology; Family medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009100917,0.00009988481,0.0001851989,0.0001743098,0.0002741516,0.00001253106,0.00003798931,0.00004151094,0.00005777802],"category_scores_gemma":[0.00003629231,0.00009433509,0.00003741376,0.00008451479,0.00001936796,0.00005957375,0.000007744313,0.00009903668,0.00001547337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002114165,"about_ca_system_score_gemma":0.002657498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1193335,"about_ca_topic_score_gemma":0.1673846,"domain_scores_codex":[0.9987054,0.00003224122,0.0002576003,0.0002188189,0.0003023873,0.0004834795],"domain_scores_gemma":[0.9989918,0.00005996641,0.0001068271,0.0001110731,0.00009898774,0.0006313135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005592326,0.0008135447,0.1831365,0.001560888,0.0001772954,0.00004887348,0.01027784,0.000009189624,0.0008915188,0.0239905,0.5389155,0.2396192],"study_design_scores_gemma":[0.008913343,0.001662799,0.533391,0.001381422,0.00002314952,0.0002742546,0.001577455,0.0009451685,0.001005263,0.001438174,0.4490026,0.0003853744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3238377,0.001944942,0.01222328,0.6455112,0.001514221,0.004885014,0.000772198,0.0003709763,0.008940551],"genre_scores_gemma":[0.9796402,0.00005413841,0.005937446,0.01252303,0.0001941455,0.00001408868,0.0007875554,0.00001756786,0.000831759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6558025,"threshold_uncertainty_score":0.8865309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04578962001752637,"score_gpt":0.3860754223290435,"score_spread":0.3402858023115172,"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."}}