{"id":"W4386559660","doi":"10.12927/hcpol.2023.27158","title":"Commentary: Minding the Gap in Access to Mental Health Services – Calling for Smart Funding, Not Just More Funding","year":2023,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Mental health; Coronavirus disease 2019 (COVID-19); Mental health care; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Grant funding; 2019-20 coronavirus outbreak; Public relations; Health care; Political science; Psychology; Business; Medicine; Public administration; Psychiatry; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01647616,0.001610081,0.002916093,0.001808706,0.00877496,0.007571273,0.008720431,0.0838552,0.008496126],"category_scores_gemma":[0.1199116,0.001535017,0.002417687,0.002274725,0.01219921,0.00969563,0.004355973,0.08184288,0.006939526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01229903,"about_ca_system_score_gemma":0.03192781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03934447,"about_ca_topic_score_gemma":0.03826157,"domain_scores_codex":[0.9804303,0.006467597,0.002045056,0.002195027,0.006797987,0.002063957],"domain_scores_gemma":[0.881044,0.07826611,0.004825938,0.001347775,0.02572477,0.008791453],"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":[0.00001856407,0.000003967796,0.00002836815,0.0001173826,0.000008333599,0.00009903554,0.0002526192,0.00001890536,0.00003104862,0.001099574,0.9970024,0.001319685],"study_design_scores_gemma":[0.0000919186,0.00004365565,0.0002899604,0.001925756,0.00005212947,0.0004334675,0.00139135,0.0001888666,0.0002018266,0.006999491,0.9882829,0.00009870751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00004760845,0.001143609,0.00004137813,0.9663317,0.03201751,0.000007006199,0.00004110306,0.00001210099,0.0003580509],"genre_scores_gemma":[0.0007875871,0.0009149401,0.00008910616,0.9673363,0.0295697,0.00002907091,0.00001585558,0.00002676131,0.001230682],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0838552,"threshold_uncertainty_score":0.08923614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2193875649779791,"score_gpt":0.5109842046359607,"score_spread":0.2915966396579817,"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."}}