{"id":"W4401921716","doi":"10.1192/j.eurpsy.2024.1141","title":"The opportunity for e-mental health to overcome stigma and discrimination","year":2024,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Stigma (botany); Psychology; Mental health; Psychiatry; Social stigma; Clinical psychology; Medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.008106745,0.0004407731,0.001123266,0.004735371,0.0007047122,0.003720731,0.0009139525,0.002798543,0.03339634],"category_scores_gemma":[0.03277219,0.0003157838,0.002211548,0.005348555,0.001300898,0.005302705,0.002488258,0.001251948,0.00174382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002022734,"about_ca_system_score_gemma":0.005428894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002885541,"about_ca_topic_score_gemma":0.005591595,"domain_scores_codex":[0.9900687,0.005215073,0.002015352,0.0004422794,0.001960296,0.0002982318],"domain_scores_gemma":[0.9466566,0.04589907,0.003622728,0.0005746061,0.00289918,0.0003477894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001729584,0.0000372652,0.001829496,0.2507103,0.0005757401,0.0005358479,0.001891592,0.0002223436,0.0007405787,0.01697085,0.0742029,0.6521102],"study_design_scores_gemma":[0.0001029639,0.0001295706,0.00451784,0.3812588,0.001057419,0.001138431,0.003422919,0.0001250316,0.0005772726,0.01328391,0.5943308,0.00005509571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.005978317,0.8710622,0.003251638,0.05481337,0.003712734,0.001056637,0.003988206,0.0001432826,0.05599369],"genre_scores_gemma":[0.0805149,0.8545593,0.01748844,0.03543297,0.00175423,0.001530399,0.001947424,0.00004399724,0.006728333],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03339634,"threshold_uncertainty_score":0.1117219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06992064307027185,"score_gpt":0.4287329340147026,"score_spread":0.3588122909444308,"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."}}