{"id":"W2955593162","doi":"10.1186/s12939-019-1010-6","title":"The mismeasurement of complexity: provider narratives of patients with complex needs in primary care settings","year":2019,"lang":"en","type":"article","venue":"International Journal for Equity in Health","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; York University; Women's College Hospital; University of Toronto; McGill University; Western University","funders":"Canadian Institutes of Health Research","keywords":"Social policy; Health services research; Primary care; Public health; Narrative; Health administration; Quality of Life Research; Health policy; Health informatics; Health care reform; Healthcare policy; Primary health care; Nursing; Medicine; Health care; Sociology; Family medicine; Political science; Economic growth; Environmental health; Economics; Population","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":[0.01601099,0.00078684,0.0008387439,0.001554773,0.015025,0.008504107,0.002164789,0.003403919,0.002387945],"category_scores_gemma":[0.04082777,0.001169852,0.0005143113,0.001853972,0.01815416,0.00796641,0.01060334,0.00647031,0.0002544818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01509601,"about_ca_system_score_gemma":0.01428402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08467235,"about_ca_topic_score_gemma":0.1390551,"domain_scores_codex":[0.9816164,0.01381387,0.0006824516,0.0007290819,0.001318408,0.001839757],"domain_scores_gemma":[0.9483578,0.0405556,0.003930023,0.001133003,0.002088425,0.003935103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001292749,0.000004742424,0.001318279,0.00003970692,0.000002395177,0.000395461,0.9969782,0.00001127648,0.00006111923,0.0003129363,0.0002667804,0.0005962779],"study_design_scores_gemma":[0.000002449081,0.00001028378,0.0008572502,0.0001013369,0.000003293258,0.0002111608,0.9948959,0.00003731577,0.00004476804,0.0001737484,0.003653558,0.000008893527],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787396,0.002048904,0.001487504,0.01219863,0.0001235602,0.0001121739,0.0001650898,0.00001340554,0.005111232],"genre_scores_gemma":[0.9955636,0.001261517,0.000587278,0.001585812,0.00003913359,0.00006712854,0.00004533242,0.00002082254,0.0008292823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08467235,"threshold_uncertainty_score":0.168359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1118369139039212,"score_gpt":0.4168630242178376,"score_spread":0.3050261103139163,"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."}}