{"id":"W2161030045","doi":"10.1177/070674371105600807","title":"Association of Mental Health with Health Care Use and Cost: A Population Study","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Mental health; Medicine; Health care; Public health; Family medicine; Population; Medical diagnosis; Mental health care; Psychiatry; Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001586175,0.000349705,0.0003720884,0.002069697,0.0005726478,0.001084687,0.0005222086,0.0007168938,0.00205009],"category_scores_gemma":[0.005313501,0.0004161691,0.00111716,0.002557943,0.0004707122,0.001355371,0.001136072,0.001025279,0.0003630695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004515912,"about_ca_system_score_gemma":0.0003448737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006436666,"about_ca_topic_score_gemma":0.006169419,"domain_scores_codex":[0.9979226,0.0008609543,0.0002025345,0.0004288981,0.0003547537,0.000230202],"domain_scores_gemma":[0.9971169,0.0006055777,0.001495492,0.0003110496,0.0001843103,0.0002866736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006559166,0.00005289068,0.9991401,0.000004115944,0.0001228443,0.00002472974,0.00004142791,0.00002053923,0.00003044187,0.0000119613,0.00007090742,0.0004143979],"study_design_scores_gemma":[0.000007509895,0.0001040494,0.9992266,0.000003917307,0.00003878149,0.0001493732,0.0001788456,0.0001522147,0.0000132058,0.00001998331,0.0001021798,0.000003497158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983556,0.0001084185,0.0001011497,0.00006398749,0.000004755797,0.00001586282,0.001016952,0.000003469389,0.0003298256],"genre_scores_gemma":[0.9989899,0.00007577911,0.00006529839,0.00002555961,0.00001339988,0.00001974789,0.000733892,0.000002419966,0.00007392359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006436666,"threshold_uncertainty_score":0.01279843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04408612911127493,"score_gpt":0.3439891236980539,"score_spread":0.299902994586779,"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."}}