{"id":"W4294202095","doi":"10.1192/j.eurpsy.2022.326","title":"Health resource utilization, costs, and community treatment order status before and after the initiation of second-generation long acting-injectable antipsychotics in patients with schizophrenia in Alberta, Canada","year":2022,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Confidence interval; Schizophrenia (object-oriented programming); Observational study; Defined daily dose; Retrospective cohort study; Antipsychotic; Health care; Emergency medicine; Pediatrics; Psychiatry; Internal medicine","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":[0.0007282152,0.0004140824,0.0006034462,0.001378174,0.001488502,0.001380356,0.001133011,0.0005593328,0.00128355],"category_scores_gemma":[0.002282168,0.0003707088,0.0009944722,0.003862459,0.0007147793,0.0003933042,0.0007802247,0.0009048277,0.000117297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03104139,"about_ca_system_score_gemma":0.02485696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9880065,"about_ca_topic_score_gemma":0.9895672,"domain_scores_codex":[0.9987167,0.0001263946,0.0001003701,0.0001438722,0.0004256996,0.0004869057],"domain_scores_gemma":[0.9977076,0.0001627642,0.0006854092,0.00005851699,0.0006561737,0.0007294703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001514859,0.00004413262,0.9977266,0.00001550365,0.00006230747,0.00006058527,0.0001366116,0.0001632586,0.00005373852,0.00002802489,0.000262392,0.00129533],"study_design_scores_gemma":[0.00001276805,0.00003577148,0.9990095,0.0000156531,0.00002646712,0.00003297529,0.0004125583,0.0003125901,0.00001465031,0.00001068176,0.0001095477,0.000006906482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967664,0.000519808,0.00002997365,0.0001898312,0.000007641506,0.00002760599,0.001872815,0.000004337537,0.0005815417],"genre_scores_gemma":[0.9978269,0.0002848728,0.00008141811,0.00007112827,0.000007432397,0.00001056538,0.001376075,0.000001642969,0.0003400498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03104139,"threshold_uncertainty_score":0.2252221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476525896736386,"score_gpt":0.2541171318090119,"score_spread":0.239351872841648,"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."}}