{"id":"W2082794463","doi":"10.1188/13.onf.531","title":"How Do We Define \"Difficult\" Patients?","year":2013,"lang":"en","type":"editorial","venue":"Oncology nursing forum","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Medicine; Wonder; Referral; Mainstream; Family medicine; Epistemology","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":[0.01638496,0.002284931,0.003278002,0.003966363,0.005757374,0.01659913,0.004237297,0.02175883,0.004404763],"category_scores_gemma":[0.1060934,0.001313569,0.00172633,0.00217971,0.01199573,0.01765152,0.003346259,0.05951268,0.003929485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008204294,"about_ca_system_score_gemma":0.009802728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008280454,"about_ca_topic_score_gemma":0.01823502,"domain_scores_codex":[0.9867623,0.005649701,0.001953664,0.001180401,0.003685278,0.0007686968],"domain_scores_gemma":[0.9264929,0.04086737,0.003600942,0.001264012,0.02031696,0.007457895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001140214,0.000008210114,0.00009308697,0.0003117489,0.00001043246,0.0000730756,0.000501266,0.00001572734,0.00001608342,0.001904612,0.9850124,0.01204194],"study_design_scores_gemma":[0.00006286018,0.00003685087,0.0009709693,0.003526561,0.00004498125,0.0007763163,0.003203165,0.0001202552,0.0000683457,0.00838073,0.9827406,0.00006840942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001108848,0.03189592,0.0002494418,0.4862083,0.4796848,0.00001772183,0.00003575534,0.000043687,0.001753479],"genre_scores_gemma":[0.004358651,0.0361184,0.0006697419,0.2440974,0.7099087,0.00008023631,0.0000669385,0.0001439283,0.004556074],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02175883,"threshold_uncertainty_score":0.08665299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109287444474339,"score_gpt":0.2625200300886787,"score_spread":0.2514271556439354,"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."}}