{"id":"W4311583013","doi":"10.1017/s0033291722003142","title":"Optimizing subjective wellbeing with amisulpride in first episode schizophrenia or related disorders","year":2022,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amisulpride; Schizophrenia (object-oriented programming); Psychiatry; Psychology; Medicine; Clinical psychology; Antipsychotic","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":[0.0005870686,0.0002088108,0.0003614576,0.0002906288,0.000184864,0.0003600111,0.00009734859,0.0001421242,0.0008417897],"category_scores_gemma":[0.002087211,0.00007188541,0.000256268,0.0002774079,0.000167269,0.0001611793,0.000181635,0.0002404005,0.00008033254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001914895,"about_ca_system_score_gemma":0.0001714307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001355455,"about_ca_topic_score_gemma":0.002903274,"domain_scores_codex":[0.9997873,0.00009782302,0.00002985626,0.00002174089,0.00004289381,0.00002036835],"domain_scores_gemma":[0.9989144,0.0002462989,0.0005566556,0.00003414924,0.00009167391,0.0001567679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00126736,0.0001362185,0.9723127,0.00009279597,0.0001449127,0.0001123104,0.0001632206,0.0002590184,0.002513325,0.00001804162,0.0001135671,0.02286642],"study_design_scores_gemma":[0.00001946047,0.0005566131,0.9985171,0.000007656226,0.00002780315,0.0001685776,0.00009047056,0.0002914839,0.0002211212,0.00002331858,0.00007224824,0.000004109173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992144,0.0003936237,0.00007063704,0.00004363238,0.000002820006,0.000006135147,0.00006443246,0.000003215426,0.0002010852],"genre_scores_gemma":[0.9997016,0.000113198,0.00008383982,0.00001317331,0.000004392315,0.000002538564,0.00004625992,4.8698e-7,0.00003441298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001355455,"threshold_uncertainty_score":0.003104806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02610473198882281,"score_gpt":0.3209206326985125,"score_spread":0.2948159007096897,"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."}}