{"id":"W2889677026","doi":"10.23889/ijpds.v3i4.957","title":"The Use of Long-Acting Injectable Antipsychotic Therapy for Schizophrenia","year":2018,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"","keywords":"Medicine; Antipsychotic; Cohort; Comorbidity; Psychiatry; Schizophrenia (object-oriented programming); Mental health; Emergency medicine; 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":[0.001740135,0.0001613923,0.0001953492,0.001187063,0.0007308923,0.0007753205,0.0005282941,0.0001781432,0.006169147],"category_scores_gemma":[0.006231749,0.0001487111,0.000608795,0.002491865,0.0002679435,0.0003270576,0.0007812574,0.0006415473,0.0006236649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008035844,"about_ca_system_score_gemma":0.01773367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6776987,"about_ca_topic_score_gemma":0.8208544,"domain_scores_codex":[0.9980862,0.0002944879,0.0001564971,0.0001081626,0.001175707,0.0001790503],"domain_scores_gemma":[0.994993,0.0006694039,0.00211678,0.0001860188,0.00141996,0.0006148542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000259868,0.00009382017,0.8812011,0.0006329815,0.000216459,0.00008603185,0.0004931358,0.0002906071,0.0002726863,0.0007242794,0.02130454,0.09442457],"study_design_scores_gemma":[0.00002371677,0.00004359241,0.9921509,0.0003402015,0.00007624979,0.00004485967,0.0002503329,0.0001554938,0.0001030395,0.0001598741,0.006642421,0.000009423225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7452334,0.01456527,0.001345234,0.01016483,0.0004462271,0.0009561052,0.1720574,0.0001821612,0.05504958],"genre_scores_gemma":[0.9425936,0.007865785,0.002650418,0.001526859,0.0002315627,0.0004145667,0.03603699,0.00003008684,0.008650145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6776987,"threshold_uncertainty_score":0.6483988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1986257371441249,"score_gpt":0.4495812247772895,"score_spread":0.2509554876331646,"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."}}