{"id":"W2568920249","doi":"10.1111/nhs.12320","title":"The complex patient: A concept clarification","year":2017,"lang":"en","type":"review","venue":"Nursing and Health Sciences","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Simon Fraser University","funders":"Simon Fraser University; SFU Community Trust Endowment Fund; McGill University","keywords":"Multidisciplinary approach; Meaning (existential); Dual (grammatical number); Health care; Epistemology; Discipline; Psychology; Interpretation (philosophy); Engineering ethics; Management science; Sociology; Computer science; Psychotherapist; Social science; Engineering; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006787963,0.0001418905,0.000546129,0.00007073825,0.002202843,0.0003092471,0.0002036899,0.00005543332,0.00001119925],"category_scores_gemma":[0.00002583253,0.00007943157,0.00007965113,0.0001154172,0.001508949,0.00006338793,0.00002172383,0.0001667762,0.00000813174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001501618,"about_ca_system_score_gemma":0.001247985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006350918,"about_ca_topic_score_gemma":0.000007455423,"domain_scores_codex":[0.998702,0.00007783437,0.0003198579,0.0003143279,0.0002901926,0.0002957206],"domain_scores_gemma":[0.9990008,0.00006743115,0.000454735,0.0003181416,0.00002556287,0.0001332965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001125916,0.00001917725,0.000002617836,0.002532642,0.000007828699,6.40995e-7,0.0001620622,4.222163e-8,1.546604e-9,0.006465471,0.01268578,0.9781226],"study_design_scores_gemma":[0.00008922766,0.0001981498,0.0002994802,0.01723292,0.000117198,0.00001638842,0.0004169161,0.00005602398,4.877033e-9,0.0004250742,0.9810765,0.00007210992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.064974e-7,0.9688972,0.00001081123,0.008625131,0.0003578046,0.0007635063,0.00000616849,0.00003030352,0.0213084],"genre_scores_gemma":[0.0002317546,0.9989129,0.0001129855,0.0002160802,0.0001370667,0.00002380845,0.0000351763,0.000006763428,0.0003234742],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9780505,"threshold_uncertainty_score":0.9990962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5225159844481353,"score_gpt":0.561342544967784,"score_spread":0.03882656051964872,"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."}}