{"id":"W2147811310","doi":"10.1370/afm.528","title":"Psychological Distress and Multimorbidity in Primary Care","year":2006,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":323,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Centre de Santé et de Services Sociaux de Chicoutimi","funders":"","keywords":"Medicine; Confounding; Multimorbidity; Distress; Logistic regression; Psychological distress; Rating scale; Disease; Severity of illness; Internal medicine; Psychiatry; Mental health; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001532516,0.0002400368,0.000319551,0.0007920842,0.000734442,0.0006057287,0.0003168783,0.0004893631,0.002068097],"category_scores_gemma":[0.008813558,0.0002333411,0.0005055004,0.001048755,0.0004508514,0.000314812,0.001113089,0.001065415,0.0001070031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008733302,"about_ca_system_score_gemma":0.0008739309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01119414,"about_ca_topic_score_gemma":0.01410193,"domain_scores_codex":[0.9985286,0.000732724,0.0001075798,0.0001653749,0.0002894638,0.0001762259],"domain_scores_gemma":[0.9943961,0.00137959,0.00294721,0.0001912162,0.0002901087,0.0007958973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002665343,0.00002299022,0.9975532,0.00002222098,0.00004684264,0.00003263999,0.00007052209,0.00002831264,0.00002083603,0.00001124196,0.00006429449,0.002100238],"study_design_scores_gemma":[0.000003687805,0.0000405324,0.9993413,0.00002106717,0.00002479255,0.000147918,0.00008768593,0.0002122308,0.000009138938,0.00005637136,0.00005332824,0.000001872932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967434,0.00191097,0.0001372205,0.0005156884,0.00001360285,0.00001463884,0.0001013862,0.000005910913,0.0005572214],"genre_scores_gemma":[0.9995337,0.0002084154,0.00009351463,0.0000562833,0.0000157435,0.000005610819,0.00004802721,5.221175e-7,0.00003828876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01119414,"threshold_uncertainty_score":0.02225798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.255817521122812,"score_gpt":0.4435318571562974,"score_spread":0.1877143360334855,"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."}}