{"id":"W3134180589","doi":"10.7759/cureus.13785","title":"Effectiveness and Safety of Hypodermoclysis Patients With Cancer: A Single-Center Experience From Saudi Arabia","year":2021,"lang":"en","type":"article","venue":"Cureus","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Palliative care; Cancer; Cannula; Population; Emergency medicine; Physical therapy; Surgery; Nursing; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001006647,0.0003491196,0.0002934954,0.0002124354,0.0008189362,0.0005957459,0.0003561474,0.0004279159,0.001519981],"category_scores_gemma":[0.002543164,0.0001475295,0.0003578303,0.000229925,0.0003316749,0.0003768719,0.0004749851,0.0003720719,0.0002645931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008790294,"about_ca_system_score_gemma":0.001030935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005314776,"about_ca_topic_score_gemma":0.007037603,"domain_scores_codex":[0.999546,0.0001979356,0.00004278175,0.00003955707,0.00008818522,0.0000855084],"domain_scores_gemma":[0.998498,0.0003251476,0.0003919195,0.00006137567,0.0003338776,0.000389622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002915834,0.006835462,0.7973146,0.0006093377,0.0002903445,0.00749816,0.03418139,0.0006967192,0.008895021,0.0002060132,0.002928491,0.1376286],"study_design_scores_gemma":[0.0008318301,0.03427602,0.8752135,0.0003787607,0.0003646703,0.02082011,0.04583915,0.001844961,0.005740003,0.0001144482,0.0144459,0.0001306575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993212,0.0003110829,0.00004338185,0.00009245611,0.000006671552,0.00001960546,0.0000150484,0.00000155939,0.0001890041],"genre_scores_gemma":[0.9986963,0.0006851959,0.000137893,0.000148211,0.00001564309,0.00001238819,0.00003781077,0.000002481596,0.0002641376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005314776,"threshold_uncertainty_score":0.01056767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01079687296152974,"score_gpt":0.2429413747745783,"score_spread":0.2321445018130486,"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."}}