{"id":"W2603445224","doi":"10.1708/2631.27053","title":"Is bipolar disorder associated with tramautic brain injury in the homeless?","year":2017,"lang":"en","type":"article","venue":"Rivista di psichiatria","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Health Canada; Mental Health Commission","keywords":"Bipolar disorder; Traumatic brain injury; Psychiatry; Medicine; Confounding; Depression (economics); Population; Bipolar I disorder; Schizophrenia (object-oriented programming); Multivariate analysis; Comorbidity; Clinical psychology; Psychology; Internal medicine; Cognition; Mania","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001397636,0.0001533376,0.0002141818,0.0008539171,0.0006191806,0.0004857572,0.0001933794,0.0003469331,0.003418478],"category_scores_gemma":[0.0007743288,0.0001159532,0.0001806701,0.0009134097,0.0004048161,0.0002225814,0.0002622291,0.0003235309,0.0001979059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002842335,"about_ca_system_score_gemma":0.0002699778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01270354,"about_ca_topic_score_gemma":0.01829607,"domain_scores_codex":[0.9998733,0.00002162864,0.0000130194,0.00002233522,0.00003132322,0.00003836491],"domain_scores_gemma":[0.9995279,0.00003517759,0.0002936218,0.00001525966,0.000037579,0.00009050431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003585582,0.00001656517,0.9978157,0.000008981676,0.00001174579,0.0003470832,0.00008961633,0.000004878216,0.0001003451,0.00001586817,0.0001008138,0.00145249],"study_design_scores_gemma":[0.000002660232,0.00002700195,0.9980767,0.00001749247,0.00001204814,0.001215928,0.0004780861,0.00002387369,0.0000161196,0.00003024297,0.00009845782,0.000001433585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981427,0.0005963456,0.0000225686,0.0001963358,0.000009895303,0.000004736097,0.0001402446,0.000002005131,0.000885106],"genre_scores_gemma":[0.9994836,0.0002759804,0.00001865345,0.00004355702,0.0000157525,0.000001516945,0.00007401423,4.159943e-7,0.00008650946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01270354,"threshold_uncertainty_score":0.0252592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03686610173261432,"score_gpt":0.3890008708887208,"score_spread":0.3521347691561064,"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."}}