{"id":"W4296472203","doi":"","title":"The clinical utility of lurasidone in schizophrenia: patient considerations","year":2015,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lurasidone; Schizophrenia (object-oriented programming); Psychology; Psychiatry; Medicine; Computer science; Antipsychotic","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009666511,0.0003852285,0.0008697055,0.0004592545,0.0007607435,0.001384226,0.0005775622,0.003002924,0.002889834],"category_scores_gemma":[0.00369854,0.0001415965,0.0003599993,0.0004709561,0.0007733399,0.001409342,0.0005603704,0.00168418,0.0009613251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007705267,"about_ca_system_score_gemma":0.001486842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009345053,"about_ca_topic_score_gemma":0.003140965,"domain_scores_codex":[0.9996191,0.0001377557,0.00007476839,0.00003272625,0.00008948434,0.00004611225],"domain_scores_gemma":[0.9987425,0.0006059481,0.0001584835,0.00003371355,0.0001721925,0.0002872385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002578135,0.0005381816,0.1648889,0.001085193,0.0001067044,0.357814,0.00116148,0.001362245,0.007169725,0.008085913,0.0544425,0.400767],"study_design_scores_gemma":[0.0007310688,0.002683407,0.06842131,0.002662441,0.0002530446,0.806658,0.003018379,0.004670581,0.002506471,0.02259721,0.08559286,0.0002052768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3531527,0.1684606,0.005318807,0.397468,0.001479909,0.0003822282,0.0007269372,0.0002236966,0.07278723],"genre_scores_gemma":[0.9078916,0.04250083,0.005272491,0.03564539,0.00524238,0.0001085143,0.000273431,0.00003366385,0.003031682],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003002924,"threshold_uncertainty_score":0.009667456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4521625991420364,"score_gpt":0.6048169758457096,"score_spread":0.1526543767036732,"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."}}