{"id":"W4386961201","doi":"10.5114/psychs.2023.125761","title":"Personalized psychopharmacology in integrated medical model","year":2023,"lang":"en","type":"article","venue":"Psychiatria Spersonalizowana","topic":"Human Health and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychopharmacology; Medicine; Pharmacology","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":[0.009466392,0.000900593,0.0008751837,0.002017583,0.001887074,0.009086875,0.002184978,0.003782554,0.02249749],"category_scores_gemma":[0.01570195,0.0006977228,0.001608671,0.001680274,0.005437573,0.01017501,0.008723767,0.006947844,0.006860616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006108721,"about_ca_system_score_gemma":0.01128189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003691437,"about_ca_topic_score_gemma":0.004312423,"domain_scores_codex":[0.9916863,0.004413797,0.0004967845,0.0009673027,0.001906076,0.0005298486],"domain_scores_gemma":[0.991318,0.003774021,0.0006407743,0.001381662,0.00112773,0.00175786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001387816,0.0002959017,0.002818941,0.001017073,0.0001277071,0.0005562013,0.00210238,0.003604628,0.0005316169,0.6894903,0.1017968,0.1975197],"study_design_scores_gemma":[0.0001005152,0.0001154046,0.0009086566,0.00103515,0.00008251908,0.0007199793,0.0006975514,0.005186786,0.0004055148,0.5874539,0.4032299,0.0000640998],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01124885,0.04373708,0.2828957,0.3367223,0.005035929,0.0008526555,0.001423652,0.003203899,0.3148801],"genre_scores_gemma":[0.4068876,0.06318191,0.3818866,0.07937162,0.005796927,0.001864899,0.002298295,0.00109268,0.05761942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02249749,"threshold_uncertainty_score":0.07526165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03958889435706564,"score_gpt":0.3874054966644125,"score_spread":0.3478166023073468,"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."}}