{"id":"W6963961872","doi":"10.25384/sage.c.6111877.v1","title":"Assisted Peritoneal Dialysis Implementation: A Pilot Program From a Large Dialysis Unit in Quebec","year":2022,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Peritoneal dialysis; Hazard ratio; Hemodialysis; Dialysis; Peritonitis; Retrospective cohort study; Confidence interval; Cohort","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009857673,0.0003513409,0.0002986037,0.000360277,0.001918317,0.0009509447,0.001122828,0.0005265185,0.001453029],"category_scores_gemma":[0.001843544,0.0002671283,0.0004072762,0.0008462637,0.0006552647,0.0004635137,0.001062292,0.0006770807,0.0001616768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02522174,"about_ca_system_score_gemma":0.0363153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9621481,"about_ca_topic_score_gemma":0.9761763,"domain_scores_codex":[0.9991269,0.0001555835,0.00003733207,0.0001171232,0.0001754547,0.0003877583],"domain_scores_gemma":[0.9958949,0.0003832273,0.0005721326,0.0001341463,0.001208383,0.001807238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004165816,0.001286201,0.9742144,0.0001035978,0.00006356853,0.0007075532,0.002176114,0.0003542283,0.001287318,0.0000844348,0.001858444,0.0174475],"study_design_scores_gemma":[0.0001110887,0.0005518678,0.9957457,0.00003478237,0.00001608952,0.0000884872,0.001740502,0.0007330137,0.0001109024,0.00001052154,0.0008437784,0.00001321845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9982753,0.00007215584,0.0001082878,0.0002209591,0.00000706432,0.000205556,0.0005828807,0.00001206128,0.0005157523],"genre_scores_gemma":[0.9976869,0.000133271,0.0004329814,0.0003649572,0.00001043237,0.0001358746,0.0005528796,0.000003597446,0.0006790574],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.03785187,"threshold_uncertainty_score":0.1829973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09412828117248781,"score_gpt":0.3964916822043344,"score_spread":0.3023634010318466,"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."}}