{"id":"W4399012554","doi":"10.2196/51315","title":"Impact of Digital Inclusion Initiative to Facilitate Access to Mental Health Services: Service User Interview Study","year":2024,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Mental health; Inclusion (mineral); Psychology; Medicine; Medical education; Computer science; World Wide Web; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006837995,0.0004071688,0.0004984537,0.001803242,0.005347903,0.002436318,0.0008342782,0.001134939,0.002696333],"category_scores_gemma":[0.01061399,0.000698252,0.0004011262,0.002223697,0.002323204,0.002341299,0.004802586,0.00181453,0.0004214417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004533181,"about_ca_system_score_gemma":0.004744364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01720928,"about_ca_topic_score_gemma":0.03175712,"domain_scores_codex":[0.9957297,0.002729842,0.0001894928,0.0001403398,0.0002630031,0.0009475597],"domain_scores_gemma":[0.9914888,0.00432951,0.0008784894,0.0002601093,0.00122809,0.001815032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008033872,0.0002177964,0.02245278,0.0001147738,0.000006251439,0.0005486016,0.9684438,0.00003024903,0.0006844446,0.0003788313,0.0006382323,0.006403895],"study_design_scores_gemma":[0.000009612404,0.0002630683,0.01151432,0.00006025735,0.000005775051,0.0001627945,0.9831535,0.0001817523,0.0002546844,0.00008677473,0.004291273,0.00001621485],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979821,0.00007529213,0.0002718999,0.0003928019,0.00000776313,0.0001437921,0.00009062116,0.000008291819,0.001027421],"genre_scores_gemma":[0.9975357,0.0002292948,0.0005400291,0.0003430177,0.0000101992,0.000350773,0.00007382189,0.000008286735,0.0009088391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01720928,"threshold_uncertainty_score":0.03616321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1332871421798813,"score_gpt":0.5084198438014259,"score_spread":0.3751327016215446,"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."}}