{"id":"W1995948512","doi":"10.1002/pds.978","title":"Healthcare resource utilization during 1‐year treatment with long‐acting, injectable risperidone","year":2004,"lang":"en","type":"article","venue":"Pharmacoepidemiology and Drug Safety","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Risperidone; Health care; Pharmacoepidemiology; Intensive care medicine; Medical emergency; Nursing; Psychiatry; Schizophrenia (object-oriented programming); Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001107162,0.0003249919,0.0006431316,0.0003574989,0.0005551679,0.0007713505,0.00039801,0.000686454,0.0008658795],"category_scores_gemma":[0.002891824,0.0002334237,0.001064497,0.0005845566,0.0003091561,0.0005647565,0.000503762,0.0008630648,0.0001311388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001795511,"about_ca_system_score_gemma":0.001148527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01665028,"about_ca_topic_score_gemma":0.02062207,"domain_scores_codex":[0.9990441,0.0003299784,0.0001142394,0.0001238151,0.0001408013,0.0002470282],"domain_scores_gemma":[0.9979309,0.0002996824,0.001219733,0.0000434324,0.0001260492,0.0003801623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004125219,0.001070813,0.9829562,0.00007409205,0.000423787,0.0001641407,0.000334803,0.0006603148,0.0004015908,0.00002307967,0.0004315742,0.009334457],"study_design_scores_gemma":[0.0001670672,0.001887148,0.9964584,0.00001799794,0.0001244631,0.0001241218,0.000184391,0.0007240112,0.00009644832,0.00001635428,0.0001841329,0.00001551297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993667,0.000201462,0.00002074203,0.00005031119,0.000004246446,0.00001179683,0.0002253007,0.000002989424,0.0001164548],"genre_scores_gemma":[0.9993392,0.00008752824,0.00004066251,0.00004415322,0.000008070969,0.00002144749,0.0003977644,7.033815e-7,0.00006050024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01665028,"threshold_uncertainty_score":0.03310674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04714936327876138,"score_gpt":0.3629315345713408,"score_spread":0.3157821712925794,"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."}}