{"id":"W4384570744","doi":"10.5114/fpn.2023.127940","title":"Editorial 2023","year":2023,"lang":"en","type":"article","venue":"Pharmacotherapy in Psychiatry and Neurology","topic":"Medical and Pharmaceutic Studies","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pharmacotherapy; Neurology; Medicine; Psychiatry","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001119441,0.0002912577,0.0003637042,0.0003009991,0.0002501024,0.00001218292,0.0002703533,0.0004042259,0.002380059],"category_scores_gemma":[0.00005445855,0.0002666567,0.00008176817,0.0007433898,0.0003372702,0.00008107375,0.0001000211,0.001517614,0.0005484666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008511471,"about_ca_system_score_gemma":0.00006428207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002297935,"about_ca_topic_score_gemma":0.00002532934,"domain_scores_codex":[0.9974051,0.0006638735,0.0004346222,0.0005268102,0.0002059035,0.0007636513],"domain_scores_gemma":[0.9987123,0.0007216157,0.00008693139,0.0001422821,0.00003062538,0.0003062323],"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":[0.002030285,0.0003140835,0.08293883,0.00007715599,0.0001449326,0.00006111868,0.0004314185,0.0000893728,0.01027499,0.001721152,0.8829245,0.01899213],"study_design_scores_gemma":[0.005233707,0.0002859545,0.008696689,0.000006948721,0.00004222391,0.00003127758,0.00003964051,0.001679561,0.0005831558,0.004745779,0.9783731,0.0002819237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6637982,0.003430421,0.000006072028,0.02736668,0.2983473,0.000459558,0.00004812421,0.0003145914,0.006229018],"genre_scores_gemma":[0.7225216,0.0545495,0.00007060124,0.08150415,0.1380762,0.0005153742,0.00004921166,0.0001227721,0.002590552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1602711,"threshold_uncertainty_score":0.9999785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1056557147316684,"score_gpt":0.4664468984498359,"score_spread":0.3607911837181675,"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."}}