{"id":"W2153314311","doi":"","title":"Frequent users of emergency departments. Do they also use family physicians' services?","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Emergency department; Family medicine; Primary care; Population; Observational study; Psychosocial; Medical diagnosis; Socioeconomic status; Medical emergency; Nursing; Psychiatry; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00009729262,0.0001923687,0.0003454154,0.00007201307,0.00007090851,0.00000671444,0.000126624,0.00005985677,0.0001646239],"category_scores_gemma":[0.00004629093,0.0001598693,0.0001998201,0.00021164,0.00003492553,0.0001852314,0.00005570272,0.0001050878,0.00004409297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003857773,"about_ca_system_score_gemma":0.000004183738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001932212,"about_ca_topic_score_gemma":0.00006373799,"domain_scores_codex":[0.9985769,0.00003288978,0.0003752634,0.0002709678,0.0003270637,0.0004169527],"domain_scores_gemma":[0.9991865,0.00002148324,0.0001478104,0.0003704722,0.0001627977,0.0001109403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001398145,0.00139676,0.7799031,0.0008142333,0.002091775,0.00008251888,0.005081503,0.00001533134,0.00276431,0.0007652828,0.1239033,0.08304203],"study_design_scores_gemma":[0.000930084,0.00007497845,0.9507727,0.00004739956,0.0003752432,0.000002026605,0.001066466,0.00001694176,0.00139073,0.0002549691,0.04481127,0.0002571934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653555,0.005891198,0.000003813335,0.0005730345,0.001022793,0.0008007934,0.00005511834,0.00007022837,0.02622759],"genre_scores_gemma":[0.9887157,0.007912477,0.00006834893,0.0007139861,0.0001941584,0.0004570565,0.0000218927,0.00002596586,0.001890397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1708696,"threshold_uncertainty_score":0.6519283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0433336178844867,"score_gpt":0.2587234702371282,"score_spread":0.2153898523526415,"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."}}