{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005724818,0.0003089882,0.0006247302,0.0003985327,0.0003187211,0.000008947356,0.000229994,0.00009164865,0.003433747],"category_scores_gemma":[0.0005098606,0.0001748966,0.00007815516,0.001413703,0.0003653209,0.00006055988,0.0001276576,0.001160999,0.00003462102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003440965,"about_ca_system_score_gemma":0.00003763436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002972634,"about_ca_topic_score_gemma":0.0009099433,"domain_scores_codex":[0.9971349,0.0002130118,0.0004637775,0.0007585,0.000776176,0.0006536552],"domain_scores_gemma":[0.9985201,0.0004919255,0.0001110101,0.0004617906,0.00004325872,0.0003718809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5007501,0.009670177,0.2708917,0.0002411052,0.00121851,0.02195986,0.005409052,0.002859727,0.001075464,0.00495841,0.003966334,0.1769996],"study_design_scores_gemma":[0.07173495,0.02539403,0.888857,0.0005906035,0.0002014918,0.001760673,0.00266295,0.001392345,0.00006530182,0.004526932,0.002245962,0.0005677257],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676585,0.001098031,0.000170505,0.024243,0.0001982665,0.001231306,0.000006618011,0.0001727716,0.005220963],"genre_scores_gemma":[0.9926599,0.0003729501,0.005119104,0.0006440507,0.0000977835,0.0004870185,0.00005353063,0.00004030841,0.0005253173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6179653,"threshold_uncertainty_score":0.9974772,"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."}}