{"id":"W4409268646","doi":"10.61373/bm025k.0032","title":"Romina Mizrahi: The crucial role of positron emission tomography (PET) in precision medicine in psychiatry","year":2025,"lang":"en","type":"article","venue":"Brain medicine :","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Positron emission tomography; Brain positron emission tomography; Medicine; Positron emission; Nuclear medicine; Medical physics; Psychology; Physics; Psychiatry; Preclinical imaging","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005026384,0.0006462319,0.0007374244,0.0008542287,0.001262085,0.002564598,0.000764265,0.004323054,0.003440616],"category_scores_gemma":[0.009974794,0.0003523093,0.0005190629,0.0004418333,0.002739199,0.003511867,0.001567922,0.007376662,0.002826708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001786387,"about_ca_system_score_gemma":0.002576978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002096776,"about_ca_topic_score_gemma":0.003451163,"domain_scores_codex":[0.997852,0.0007578782,0.0001795383,0.000458204,0.0005724241,0.0001801169],"domain_scores_gemma":[0.9939799,0.002463823,0.0004417606,0.0002819714,0.001922901,0.0009096457],"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":[0.00009304075,0.00002746626,0.001398532,0.000382948,0.00003079791,0.000800322,0.0005390276,0.00005569828,0.0008286536,0.0080926,0.8779578,0.1097931],"study_design_scores_gemma":[0.00002747713,0.00004886398,0.0016417,0.0004165724,0.00002746393,0.004900239,0.0003267092,0.0001282302,0.0005551083,0.005769478,0.9861115,0.00004655502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001360339,0.1867604,0.002688765,0.761579,0.03992132,0.00003723026,0.00007148369,0.00012812,0.00745348],"genre_scores_gemma":[0.03847056,0.2074697,0.00993794,0.5276234,0.1654171,0.0001231529,0.0001210948,0.0002906966,0.05054631],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005026384,"threshold_uncertainty_score":0.02658236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005658938591680206,"score_gpt":0.2896955850377549,"score_spread":0.2840366464460747,"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."}}