{"id":"W4283775283","doi":"10.1186/s12888-022-04075-y","title":"Health resource utilization and cost before versus after initiation of second-generation long-acting injectable antipsychotics among adults with schizophrenia in Alberta, Canada: a retrospective, observational single-arm study","year":2022,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary; University of Alberta","funders":"Government of Alberta; Alberta Health Services","keywords":"Medicine; Observational study; Schizophrenia (object-oriented programming); Retrospective cohort study; Confidence interval; Antipsychotic; Psychiatry; Pediatrics; Health care; Emergency medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000270917,0.0001731351,0.0002990782,0.0002064898,0.0002193185,0.00002594524,0.00006554819,0.00003826669,0.00009246862],"category_scores_gemma":[0.00007784738,0.000164463,0.00002783553,0.0006370473,0.00003650386,0.0001440787,0.00004825564,0.0002795952,2.608578e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007687533,"about_ca_system_score_gemma":0.002090309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.083364,"about_ca_topic_score_gemma":0.9892179,"domain_scores_codex":[0.9980246,0.0001791075,0.0004074493,0.0004043888,0.000715056,0.000269359],"domain_scores_gemma":[0.9991971,0.00005497679,0.0002523915,0.0002437866,0.0001135494,0.0001381474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03876544,0.001411739,0.9578676,0.0001101644,0.00007112259,0.00000544266,0.0007659921,0.00009502146,0.000002540464,0.0001324125,0.0001556715,0.0006169078],"study_design_scores_gemma":[0.0162254,0.004652295,0.9757822,0.0001248988,0.0000324256,0.00001545967,0.001772252,0.001218043,0.00001119769,0.00003307657,0.00001707251,0.0001156616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971681,0.0002452134,0.00002644463,0.0005379469,0.0002525903,0.001613521,0.0000648603,0.00001425655,0.00007704746],"genre_scores_gemma":[0.9965418,0.000004421512,0.00241904,0.0001080751,0.000116231,0.0002125335,0.0005151206,0.00002927134,0.0000534934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9058539,"threshold_uncertainty_score":0.92274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04893483996927053,"score_gpt":0.2911468125773549,"score_spread":0.2422119726080843,"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."}}