{"id":"W6920882928","doi":"10.6084/m9.figshare.20221927","title":"Additional file 1 of 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":"Figshare","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary; University of Alberta","funders":"","keywords":"Observational study; Schizophrenia (object-oriented programming); Diagnosis code; MEDLINE; Psychosis; Diagnosis of schizophrenia","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":[0.0008101626,0.0005936145,0.001119199,0.002187672,0.001267069,0.0008113311,0.001157935,0.000638462,0.2789058],"category_scores_gemma":[0.01052126,0.0004573447,0.001239357,0.004797607,0.0002438291,0.0006741998,0.0005606239,0.0007521553,0.006892314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006830823,"about_ca_system_score_gemma":0.01240185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7171619,"about_ca_topic_score_gemma":0.773625,"domain_scores_codex":[0.9992581,0.00007643419,0.0001200311,0.0001292418,0.0002234287,0.000192617],"domain_scores_gemma":[0.9931617,0.00210824,0.001109395,0.0003415308,0.002858996,0.0004201913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001336221,0.0002062358,0.06064945,0.003396019,0.0003854965,0.0001055495,0.0002034274,0.00160085,0.0001167697,0.001336513,0.9192876,0.01137603],"study_design_scores_gemma":[0.0113714,0.0006944159,0.7392296,0.008129981,0.001071414,0.0005591807,0.00129453,0.006755184,0.0005942105,0.003007258,0.2270455,0.0002473837],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.002141421,0.00004611455,0.00006046308,0.00006995523,0.00001020447,0.0001871608,0.9963528,0.00002711317,0.001104835],"genre_scores_gemma":[0.09551179,0.0004607378,0.00249331,0.000490755,0.0000815922,0.003957029,0.8841662,0.00009520935,0.0127434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2828381,"threshold_uncertainty_score":0.933033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03223042282174651,"score_gpt":0.2355518701528603,"score_spread":0.2033214473311138,"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."}}