{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001027692,0.0001764801,0.0002921431,0.000956442,0.0005406855,0.0008268771,0.0003942962,0.0004149112,0.002068416],"category_scores_gemma":[0.008802501,0.0001541272,0.001166368,0.001678015,0.0002301327,0.0003758814,0.0008829828,0.0008796716,0.00007612722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003596893,"about_ca_system_score_gemma":0.001669589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1238109,"about_ca_topic_score_gemma":0.1869877,"domain_scores_codex":[0.998362,0.000593021,0.0002770008,0.0001344403,0.0003370889,0.0002965124],"domain_scores_gemma":[0.9937902,0.0009202751,0.003902114,0.0001452593,0.0005807981,0.0006612948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001291573,0.00003389018,0.9971725,0.00002287321,0.0001449471,0.00005165365,0.00004093683,0.0002194469,0.00001709779,0.00005116123,0.0002468268,0.001869559],"study_design_scores_gemma":[0.000005871223,0.00003585988,0.9993106,0.00001401217,0.0000358122,0.00006329074,0.0000786354,0.0003411728,0.000006298555,0.00002589944,0.00007986459,0.000002717378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996823,0.000621534,0.00005151208,0.0003637028,0.000008558003,0.00002307818,0.001490126,0.000003008479,0.0006155216],"genre_scores_gemma":[0.9989122,0.0001579729,0.00007026582,0.00004477891,0.00001240371,0.00001312068,0.0007004166,7.552907e-7,0.00008810752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1238109,"threshold_uncertainty_score":0.2461804,"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."}}