{"id":"W2887648674","doi":"10.1002/cam4.1728","title":"Cancer patients as frequent attenders in emergency departments: A national cohort study","year":2018,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Hazard ratio; Proportional hazards model; Retrospective cohort study; Emergency department; Internal medicine; Cohort; Cancer; Charlson comorbidity index; Cohort study; Confidence interval","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":[0.0008804452,0.0002559303,0.0003417828,0.000674633,0.000698658,0.0008349021,0.0004782082,0.0004164701,0.001230309],"category_scores_gemma":[0.001545321,0.0004806391,0.0005816637,0.001514897,0.0002177831,0.0007508229,0.0007185113,0.0008357135,0.00024762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000579401,"about_ca_system_score_gemma":0.0008490705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01991231,"about_ca_topic_score_gemma":0.03482433,"domain_scores_codex":[0.9994501,0.00009623283,0.0000734309,0.000159443,0.0001096062,0.0001112087],"domain_scores_gemma":[0.9987866,0.0001032478,0.0005548663,0.0001396385,0.0001608632,0.0002547974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004121082,0.00003779806,0.9991179,0.000007027019,0.00003941717,0.00005652013,0.00008918285,0.00001135695,0.00005303633,0.00001064001,0.0001539403,0.000382068],"study_design_scores_gemma":[0.00001267888,0.00008134017,0.998755,0.00001462197,0.00003948101,0.0002670304,0.000386242,0.0001224357,0.00001854421,0.00001184805,0.00028568,0.000005123833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986003,0.0001383223,0.00005389325,0.00004767097,0.000007090633,0.00002661571,0.0009104614,0.000001939845,0.0002136552],"genre_scores_gemma":[0.9983015,0.0002374956,0.0001185509,0.000077472,0.00001083637,0.00003847833,0.001069329,0.00000229812,0.0001439838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01991231,"threshold_uncertainty_score":0.0395928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03220924603722234,"score_gpt":0.3873951568002124,"score_spread":0.35518591076299,"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."}}