{"id":"W6945493722","doi":"10.25384/sage.21130625.v1","title":"sj-pdf-1-pmj-10.1177_02692163221122326 – Supplemental material for Paracentesis for cancer-related ascites in palliative care: An international, prospective cohort study","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Ascites; Prospective cohort study; Paracentesis; Palliative care; Cohort study; Cohort","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002988727,0.0006774066,0.0007756604,0.003013412,0.001084472,0.002639258,0.001959342,0.001968052,0.7455425],"category_scores_gemma":[0.02939634,0.0008153174,0.0008183503,0.00418405,0.0003131205,0.002061275,0.001818722,0.001336987,0.3475838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008027775,"about_ca_system_score_gemma":0.002120137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006534725,"about_ca_topic_score_gemma":0.009948576,"domain_scores_codex":[0.9982267,0.000411652,0.0003464865,0.0003833733,0.0004247962,0.0002068942],"domain_scores_gemma":[0.9706943,0.01619703,0.002669966,0.0031209,0.004306651,0.003011231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002141699,0.000105496,0.007046598,0.0002969946,0.00002844682,0.0000715374,0.00005988232,0.00005878253,0.0001854548,0.0005205587,0.9763675,0.01504462],"study_design_scores_gemma":[0.00123122,0.0002645513,0.07542147,0.001057255,0.000111116,0.0008159461,0.0003806927,0.0004657868,0.001013804,0.003624926,0.9154864,0.0001270244],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002668011,0.0002160379,0.002311,0.001822502,0.0006132387,0.0004023788,0.9690863,0.002207393,0.02067313],"genre_scores_gemma":[0.01956827,0.0007597131,0.008664715,0.002702432,0.001006584,0.003259389,0.8748062,0.003798987,0.08543379],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7455425,"threshold_uncertainty_score":0.3629526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0827042850055568,"score_gpt":0.3964830106709586,"score_spread":0.3137787256654018,"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."}}