{"id":"W2800252936","doi":"10.7939/r38w3f","title":"Mental health and chronic medical conditions: schizophrenia, its treatment, risk of metabolic complications, and health care utilization","year":2010,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Medicine; Mental health; Psychiatry; Health care; Intensive care medicine; Environmental health; Political science","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":[0.002402071,0.0002456101,0.0005698611,0.002343452,0.0004134233,0.001157042,0.0003069984,0.0003704984,0.002070937],"category_scores_gemma":[0.005281655,0.0001594374,0.001178554,0.003846594,0.0002943891,0.000382439,0.000617564,0.0005155152,0.0001472111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560504,"about_ca_system_score_gemma":0.003444377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03405678,"about_ca_topic_score_gemma":0.07161904,"domain_scores_codex":[0.9981756,0.0006014276,0.0003346093,0.0001302388,0.00064927,0.0001088393],"domain_scores_gemma":[0.9966583,0.0006227658,0.001923964,0.00006431731,0.000505644,0.0002250365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004345802,0.0001779105,0.9086558,0.01339239,0.003079049,0.0001079136,0.0003227797,0.0002923326,0.0002250891,0.0004297348,0.003251099,0.06963136],"study_design_scores_gemma":[0.00004340469,0.0001844971,0.9914877,0.003865723,0.000899844,0.0001731223,0.0002550352,0.0001080983,0.00006508054,0.0001274658,0.002777592,0.00001243086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.490606,0.4814922,0.0003498098,0.006590758,0.0003376796,0.0003487444,0.01300375,0.0000224432,0.007248593],"genre_scores_gemma":[0.8854151,0.1093072,0.0008252751,0.0005712066,0.0002649569,0.0001941899,0.002845291,0.000002567162,0.0005742281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03405678,"threshold_uncertainty_score":0.06771708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02018359150287515,"score_gpt":0.2881154958413784,"score_spread":0.2679319043385033,"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."}}