{"id":"W4286560593","doi":"10.7759/cureus.27143","title":"Approaches to Medication Administration in Patients With Lack of Insight","year":2022,"lang":"en","type":"review","venue":"Cureus","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Medicine; Context (archaeology); MEDLINE; Randomized controlled trial; Evidence-based medicine; Alternative medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005735544,0.0003307608,0.00126111,0.00191944,0.0007511443,0.002252683,0.001037701,0.001320137,0.003268178],"category_scores_gemma":[0.02456157,0.000238912,0.002311313,0.001791971,0.001206208,0.002792188,0.001786592,0.002249892,0.000405778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270736,"about_ca_system_score_gemma":0.003970029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001120887,"about_ca_topic_score_gemma":0.002844083,"domain_scores_codex":[0.9944588,0.003289837,0.001038289,0.0002191168,0.0007729375,0.0002210814],"domain_scores_gemma":[0.985882,0.009947398,0.002913875,0.0004014907,0.0005849638,0.0002703348],"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":[0.001350128,0.0007287207,0.01360644,0.06976704,0.001652622,0.002155667,0.003600042,0.0003484661,0.0007615309,0.008219618,0.007192895,0.8906168],"study_design_scores_gemma":[0.004818369,0.009038861,0.09443378,0.3884906,0.01212573,0.03448468,0.02142232,0.00247756,0.004362349,0.0598256,0.3680068,0.0005133142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05819612,0.9031072,0.004641828,0.01617891,0.0008384225,0.000434585,0.0001982347,0.00004811199,0.01635656],"genre_scores_gemma":[0.4418941,0.530461,0.01532694,0.008613118,0.0009831223,0.0008019053,0.0002866122,0.00002459494,0.001608558],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005735544,"threshold_uncertainty_score":0.0303328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3186470423835196,"score_gpt":0.3865956052675573,"score_spread":0.06794856288403767,"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."}}