{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004089799,0.0001891748,0.0003110858,0.0002553817,0.000369876,0.00002045863,0.0001358285,0.00009451453,0.001644947],"category_scores_gemma":[0.000003114781,0.0001833069,0.00005733936,0.0004028427,0.000049019,0.0001158271,0.0000658401,0.0002303608,0.0006516501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006050742,"about_ca_system_score_gemma":0.00008352235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01310141,"about_ca_topic_score_gemma":0.003351959,"domain_scores_codex":[0.9980049,0.0002122389,0.0005411578,0.0004237084,0.0001309404,0.0006871256],"domain_scores_gemma":[0.9993318,0.00005077942,0.00009421405,0.0003184647,0.00001011381,0.0001945695],"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":[0.0006594836,0.002512391,0.05522793,0.0005794577,0.000060781,0.003200637,0.005354895,8.370114e-7,0.00001490635,0.01245973,0.7259043,0.1940247],"study_design_scores_gemma":[0.01281155,0.001582391,0.120808,0.0006358282,0.00002064035,0.001693754,0.01348337,0.00009024879,0.0001793578,0.001661082,0.8464047,0.0006290066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7531978,0.003507587,0.00001803872,0.1848597,0.004517449,0.001894619,0.0001027866,0.00009868271,0.05180333],"genre_scores_gemma":[0.7897128,0.00005573486,0.0001405532,0.01198912,0.00008086015,0.0001952671,0.0000572486,0.00001727158,0.1977512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1933957,"threshold_uncertainty_score":0.9992677,"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."}}