{"id":"W4389527952","doi":"10.18773/austprescr.2023.024","title":"Physical health monitoring for people with schizophrenia","year":2023,"lang":"en","type":"article","venue":"Australian Prescriber","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Seqirus; H. Lundbeck A/S; Medical Research Council; National Health and Medical Research Council; Servier; Fondation Brain Canada","keywords":"Schizophrenia (object-oriented programming); Medicine; Psychiatry; Disease; Obesity; Antipsychotic; Multidisciplinary approach; Population; Type 2 diabetes; Diabetes mellitus; Gerontology; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001390931,0.0002297607,0.0005283882,0.001132811,0.0009717553,0.0004497088,0.0003496992,0.0005914961,0.006770726],"category_scores_gemma":[0.004580634,0.0001772296,0.0006240124,0.0006638621,0.0001313508,0.0006487599,0.0009802043,0.001350628,0.001165683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007604634,"about_ca_system_score_gemma":0.001540618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01884614,"about_ca_topic_score_gemma":0.03467735,"domain_scores_codex":[0.9992187,0.0002274852,0.0001778521,0.00005992038,0.0002140317,0.0001019819],"domain_scores_gemma":[0.99856,0.0001638078,0.0003768991,0.00005236095,0.0004310133,0.0004158706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004612191,0.0005965087,0.5521392,0.002252597,0.0001390143,0.001204122,0.00320402,0.0002561306,0.001336259,0.0005196029,0.06099271,0.3768987],"study_design_scores_gemma":[0.00005481452,0.0006055033,0.9672281,0.001760523,0.00007737624,0.0009577886,0.001422741,0.0003758493,0.0002537972,0.0005949456,0.02663555,0.00003293477],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7179718,0.04937536,0.002595198,0.06494343,0.001884404,0.002737561,0.01115659,0.0004422468,0.1488934],"genre_scores_gemma":[0.9427885,0.02349353,0.007399403,0.008455188,0.0005155597,0.001329065,0.002508064,0.00002834922,0.01348235],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01884614,"threshold_uncertainty_score":0.0374729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04921370385931208,"score_gpt":0.3722477580426612,"score_spread":0.3230340541833492,"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."}}