{"id":"W4417498351","doi":"10.1093/ijnp/pyaf079","title":"In memoriam: Professor Dan J. Stein (1962-2025) — a global pioneer with an African heart","year":2025,"lang":"en","type":"article","venue":"The International Journal of Neuropsychopharmacology","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of British Columbia; McGill University","funders":"","keywords":"Sadness; Global mental health; Mental health; Performance art","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":[0.003612116,0.001997068,0.002825916,0.001003431,0.002624417,0.004712567,0.002823778,0.006722942,0.02439802],"category_scores_gemma":[0.03543962,0.0005193207,0.001656194,0.0004560906,0.002079696,0.00373567,0.002856894,0.02145977,0.02832184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003285279,"about_ca_system_score_gemma":0.005484269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003826286,"about_ca_topic_score_gemma":0.006979529,"domain_scores_codex":[0.9979758,0.0002876321,0.0002446236,0.0003903035,0.0008674461,0.0002343102],"domain_scores_gemma":[0.9796315,0.003075394,0.001385943,0.0005578932,0.01156186,0.003787486],"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":[0.00001892819,0.00000616994,0.00005747017,0.00003038715,0.000005136138,0.0001523069,0.00002658908,0.00001156795,0.0000227912,0.0001920364,0.996215,0.003261444],"study_design_scores_gemma":[0.00003834038,0.00003493842,0.000441978,0.0002501624,0.00002139508,0.001108148,0.0002356112,0.0001342001,0.0001549265,0.001348373,0.9961987,0.00003307717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001921482,0.00329747,0.0003118268,0.3367205,0.6570072,0.00004124791,0.0002804558,0.0001281588,0.002020976],"genre_scores_gemma":[0.004020518,0.005821909,0.0008001297,0.3554096,0.5785998,0.0001844893,0.0003568655,0.0001419767,0.05466467],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02439802,"threshold_uncertainty_score":0.08161956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01718937337100425,"score_gpt":0.3673649421695573,"score_spread":0.350175568798553,"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."}}