{"id":"W4200056154","doi":"10.1097/cxa.0000000000000130","title":"Recognizing and Managing Undisclosed Psychiatric Comorbidity","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Foothills Medical Centre","funders":"","keywords":"Foothills; Psychiatric comorbidity; Psychiatry; Comorbidity; Psychology; Medicine; Geography; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002118145,0.00004778461,0.00009739771,0.0001460693,0.0002396388,0.00004535184,0.00003224524,0.00002423891,0.0001714424],"category_scores_gemma":[0.00008185771,0.00003198103,0.00004941916,0.0001870145,0.00004244664,0.00005318564,0.000004817837,0.0002221979,0.00000795932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001693065,"about_ca_system_score_gemma":0.001204845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002299401,"about_ca_topic_score_gemma":0.07759116,"domain_scores_codex":[0.9994886,0.0000556568,0.0001249378,0.00005753114,0.0001355876,0.0001376693],"domain_scores_gemma":[0.9992995,0.00003433604,0.00005948505,0.00008997659,0.0001347511,0.0003820043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002934171,0.0001710732,0.1677145,0.0001015534,0.001859757,0.008185185,0.001601648,0.00004512968,0.0009001269,0.004710864,0.04175254,0.7700235],"study_design_scores_gemma":[0.005554539,0.0006729314,0.953833,0.0002661307,0.0006741958,0.01003496,0.0009130023,0.0003037977,0.001120931,0.00978076,0.0167126,0.0001331071],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639595,0.006958972,0.00005501399,0.02568697,0.0004123815,0.00009020204,0.000007764746,0.00000438872,0.002824774],"genre_scores_gemma":[0.9981051,0.0003967008,0.0008324566,0.000188791,0.0002598041,6.842158e-7,0.00000539251,0.000006006757,0.0002050838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7861186,"threshold_uncertainty_score":0.9392404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03035087224023133,"score_gpt":0.2749744183659138,"score_spread":0.2446235461256825,"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."}}