{"id":"W3163824626","doi":"10.21203/rs.3.rs-64420/v1","title":"Incidence and Economic Burden of Infections in Cancer Patients Receiving Immune Checkpoint Inhibitors: A Retrospective Cohort Study","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint-Vincent Hospital","funders":"","keywords":"Incidence (geometry); Retrospective cohort study; Medicine; Cancer incidence; Cohort; Cancer; Cohort study; Oncology; Internal medicine; Intensive care medicine","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":[0.0006175272,0.0002442028,0.0003450393,0.001575885,0.0005924685,0.0007658949,0.0003788619,0.0005094034,0.001604694],"category_scores_gemma":[0.001812533,0.0004167888,0.0006945792,0.00209229,0.0002768433,0.0007830529,0.0005356715,0.0004951903,0.0002394429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005081243,"about_ca_system_score_gemma":0.0003818554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006550876,"about_ca_topic_score_gemma":0.006361882,"domain_scores_codex":[0.9993649,0.0001193959,0.0001247847,0.0001529529,0.0001229655,0.0001151023],"domain_scores_gemma":[0.9984677,0.0001996803,0.000866894,0.0001228874,0.0001505328,0.0001921693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002973856,0.00001331634,0.9995474,0.000005599291,0.00002470563,0.00005469248,0.00002938551,0.000009738757,0.00003081353,0.000004994891,0.0000350128,0.0002144675],"study_design_scores_gemma":[0.000003661441,0.00008053466,0.9989572,0.000007722989,0.00002415278,0.0004383478,0.000225777,0.00008785759,0.00002902261,0.00000724003,0.0001345866,0.000003974438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987721,0.0002816302,0.00005374576,0.00002495766,0.00000472667,0.00001791767,0.0005853745,0.000002012979,0.000257547],"genre_scores_gemma":[0.9990492,0.0002336997,0.00005107346,0.00002488144,0.00001040119,0.00001723612,0.0005299262,0.000001583026,0.0000819979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006550876,"threshold_uncertainty_score":0.01302552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0153834192458294,"score_gpt":0.2979014764931604,"score_spread":0.282518057247331,"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."}}