{"id":"W4221115512","doi":"10.1186/s12888-022-03759-9","title":"Health care system and patient costs associated with receipt of minimally adequate treatment for depression and anxiety disorders in older adults","year":2022,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Anxiety; Medicine; Receipt; Depression (economics); Psychiatry; Public health; Health care; Family medicine; Gerontology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001082864,0.0001874789,0.0003199686,0.00009477229,0.0002638587,0.000007884276,0.0000622537,0.00005967595,0.00002256203],"category_scores_gemma":[0.000002312543,0.0001490645,0.00004122689,0.0001491282,0.00002631965,0.00004000244,0.00003780712,0.0000771884,4.435679e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004075682,"about_ca_system_score_gemma":0.0000883977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696148,"about_ca_topic_score_gemma":0.009615299,"domain_scores_codex":[0.9984893,0.0002339482,0.0003674802,0.000445102,0.0001468731,0.000317352],"domain_scores_gemma":[0.999308,0.00006023133,0.0003194256,0.0001859915,0.00002013571,0.0001062226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002838513,0.0008995756,0.8602215,0.0004172818,0.00005111234,4.201834e-7,0.009186663,0.000003515744,3.332781e-7,0.0001414455,0.0003267592,0.1259129],"study_design_scores_gemma":[0.0138322,0.004365938,0.9299428,0.0005839323,0.00003976867,0.000008517905,0.05077032,0.00004940865,0.000005035186,0.000009021045,0.0002092234,0.0001837914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820859,0.01346482,0.000008084015,0.0002734707,0.0006480598,0.002761829,0.0003108365,0.00002987953,0.000417135],"genre_scores_gemma":[0.9977598,0.00007557558,0.0004177509,0.00009738492,0.00001557567,0.001368852,0.0001829172,0.0000268919,0.00005531721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1257291,"threshold_uncertainty_score":0.6078675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103952912673427,"score_gpt":0.2973342531428923,"score_spread":0.2869389618755496,"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."}}