{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001161729,0.0002221988,0.0004252323,0.0001394071,0.00004565216,0.00006695067,0.0001824379,0.000263982,0.0001502552],"category_scores_gemma":[0.0002513775,0.0001965828,0.00006693883,0.0001000464,0.00001401951,0.0001757682,0.00003442231,0.000299182,0.00003242377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005662574,"about_ca_system_score_gemma":0.0002395248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007254223,"about_ca_topic_score_gemma":0.001887887,"domain_scores_codex":[0.9988502,0.0000207948,0.000273469,0.0004141825,0.0002068687,0.000234476],"domain_scores_gemma":[0.9993172,0.0001189646,0.0001880292,0.0001865086,0.000109339,0.00007997757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004486467,0.0003386442,0.6096252,0.0002111562,0.0002066511,0.000004913499,0.004013039,0.000003203316,0.00132925,0.000008147164,0.001237881,0.3785355],"study_design_scores_gemma":[0.003557861,0.0008648711,0.9896946,0.000247428,0.000241794,4.324533e-7,0.0009530256,0.00005754066,0.00113771,0.00008667746,0.002909122,0.0002489608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787688,0.0003607601,0.000001563463,0.00001593892,0.00008154107,0.00231757,0.00009694079,0.000001205973,0.01835572],"genre_scores_gemma":[0.9799223,0.000236838,0.0004191164,0.00002400661,0.00001970568,0.00005359358,0.004123458,0.00003897865,0.01516203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3800694,"threshold_uncertainty_score":0.8016415,"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."}}