{"id":"W2990031923","doi":"10.64719/pb.4577","title":"Three-Year Naturalistic Study On Early Use Of Long-Acting Injectable Antipsychotics In First Episode Psychosis","year":2025,"lang":"en","type":"article","venue":"Psychopharmacology Bulletin","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Psychosis; Schizophrenia (object-oriented programming); Medicine; Psychiatry; Global Assessment of Functioning; Medical prescription; Intervention (counseling); Early psychosis; Internal medicine; Clinical psychology; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009974379,0.0002960988,0.0003483971,0.0007408501,0.001368645,0.0006852948,0.0004540544,0.00064467,0.001080803],"category_scores_gemma":[0.003542935,0.0003643073,0.0006632171,0.0007258679,0.0006358111,0.0005086324,0.0006888374,0.0007605822,0.0002299867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002170045,"about_ca_system_score_gemma":0.001995749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1077953,"about_ca_topic_score_gemma":0.1071999,"domain_scores_codex":[0.9993411,0.0002374425,0.00004394125,0.0001061274,0.0001212351,0.0001500596],"domain_scores_gemma":[0.9973543,0.0003792483,0.001099211,0.0001763056,0.0004064781,0.0005844805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000894957,0.0005985943,0.9957743,0.00001412227,0.00004521938,0.0001654834,0.0008423892,0.00003774356,0.0002850644,0.00001785549,0.0001148034,0.001209517],"study_design_scores_gemma":[0.00003140939,0.0007218682,0.9984781,0.00000487239,0.00001046251,0.00009611714,0.0004059055,0.0001064046,0.00003948475,0.00001135934,0.00008608024,0.000007935073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996421,0.0000521285,0.00001814386,0.0000212033,0.000002004191,0.00002463696,0.000142748,0.000001304147,0.00009564109],"genre_scores_gemma":[0.9995252,0.00003178261,0.00004167002,0.00002727891,0.000003123019,0.0000218391,0.0002264556,7.94724e-7,0.0001219412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1077953,"threshold_uncertainty_score":0.2143357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03777956808898079,"score_gpt":0.3607028653724921,"score_spread":0.3229232972835113,"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."}}