{"id":"W4386961183","doi":"10.5114/psychs.2023.125305","title":"Pharmacotherapy in women with schizophrenia","year":2023,"lang":"en","type":"article","venue":"Psychiatria Spersonalizowana","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pharmacotherapy; Schizophrenia (object-oriented programming); Medicine; Psychiatry; Internal medicine","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":[0.0003436638,0.00019071,0.000340009,0.0008109661,0.00006001576,0.00002498666,0.0001014097,0.00004839731,0.001184113],"category_scores_gemma":[0.00006242427,0.0001347246,0.00007777237,0.002468284,0.00005518586,0.00006775927,0.00001659215,0.0002230585,0.0006963829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002276936,"about_ca_system_score_gemma":0.0002300471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001062682,"about_ca_topic_score_gemma":0.00007096677,"domain_scores_codex":[0.9981718,0.00005861014,0.0002049858,0.0003545841,0.0005620073,0.0006479966],"domain_scores_gemma":[0.99918,0.0001568231,0.00004054831,0.0002421015,0.00004101695,0.0003395731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09754617,0.003383666,0.4763195,0.0006750421,0.003028261,0.003416069,0.005411067,0.00004018502,0.01267562,0.001976728,0.07392409,0.3216036],"study_design_scores_gemma":[0.1363256,0.007172916,0.6138301,0.0004272071,0.0001661237,0.000258539,0.002765646,0.0005942908,0.002564425,0.001631331,0.2332218,0.001042077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870794,0.001157751,0.000007978504,0.005905853,0.0001252894,0.0007328091,0.00001667969,0.000182897,0.004791289],"genre_scores_gemma":[0.9939177,0.001872534,0.001146356,0.000737804,0.0002856899,0.000227539,0.00002262458,0.0000511077,0.001738615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3205615,"threshold_uncertainty_score":0.9997289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02372988909067739,"score_gpt":0.3325072660248266,"score_spread":0.3087773769341492,"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."}}