{"id":"W4415295253","doi":"10.1002/mhw.34637","title":"In Case You Haven't Heard…","year":2025,"lang":"en","type":"article","venue":"Mental Health Weekly","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; China; Redux; Stigma (botany); Event (particle physics); Hull","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002281528,0.0007231475,0.0006291317,0.0006875418,0.008609571,0.005241121,0.001631005,0.005143174,0.1852555],"category_scores_gemma":[0.01561738,0.0004669128,0.0007612427,0.0003178244,0.003711727,0.007859082,0.005016678,0.01293093,0.09337529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001666435,"about_ca_system_score_gemma":0.002575677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009933313,"about_ca_topic_score_gemma":0.0171474,"domain_scores_codex":[0.9973188,0.0007984124,0.0001084112,0.0003320812,0.0006983536,0.0007439617],"domain_scores_gemma":[0.995222,0.0005619393,0.0002908078,0.0003097416,0.001180587,0.00243493],"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":[0.00004519749,0.0001000307,0.001174023,0.00007260113,0.00001231503,0.001588424,0.00792852,0.00002163173,0.0003296151,0.004931735,0.9438879,0.03990804],"study_design_scores_gemma":[0.0000168148,0.00003888801,0.0007775041,0.0003081188,0.000009837438,0.002329218,0.01978411,0.00005466742,0.0001646725,0.003638989,0.972842,0.00003519967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.014078,0.005271642,0.005538661,0.494287,0.04659716,0.0002925802,0.0005166262,0.001546176,0.4318722],"genre_scores_gemma":[0.07456676,0.004172264,0.003639037,0.2851253,0.005402466,0.0002735388,0.0004481502,0.0008292242,0.6255432],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1852555,"threshold_uncertainty_score":0.6197413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03499851776658709,"score_gpt":0.4416078336020612,"score_spread":0.4066093158354742,"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."}}