{"id":"W2943573025","doi":"10.11575/prism/36418","title":"Incidence and Risk Factors for Hyponatremia in Patients Newly Prescribed Citalopram","year":2019,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Citalopram; Hyponatremia; Incidence (geometry); Medicine; Pediatrics; Intensive care medicine; Internal medicine; Psychiatry; Antidepressant; Anxiety; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"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":[0.000188692,0.0001021497,0.0001767964,0.0005633276,0.0002756142,0.0004977994,0.0002080786,0.000237937,0.001516684],"category_scores_gemma":[0.00113838,0.0001598258,0.0002609529,0.0007750426,0.0001270038,0.0002878036,0.0002360519,0.000477615,0.0001703455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003929866,"about_ca_system_score_gemma":0.0005587712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01124372,"about_ca_topic_score_gemma":0.0175406,"domain_scores_codex":[0.9998215,0.00002181886,0.0000174104,0.0000292178,0.00006959531,0.00004049648],"domain_scores_gemma":[0.9993612,0.00008650497,0.000351007,0.00002964621,0.00006815894,0.0001034713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003866317,0.00001647424,0.9988081,0.000003903002,0.00001202946,0.00004919201,0.00002707944,0.000009215866,0.00008189982,0.000006958099,0.00006871623,0.0008777427],"study_design_scores_gemma":[0.00000234848,0.00002918785,0.9994319,0.000003348544,0.000008204836,0.0002516386,0.0000703559,0.00005718738,0.00002252721,0.000008001368,0.0001134052,0.000001701153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982698,0.0004195147,0.0000357129,0.0000783022,0.000006606983,0.000006663021,0.0003224938,0.000003725666,0.0008571042],"genre_scores_gemma":[0.9988288,0.0003523427,0.00006179656,0.00003822318,0.00001849855,0.000004513661,0.0003496945,0.000001360898,0.0003447872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01124372,"threshold_uncertainty_score":0.02235657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743808181728932,"score_gpt":0.3018023925028914,"score_spread":0.284364310685602,"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."}}