{"id":"W3133231157","doi":"10.1177/2054358121993250","title":"Quantifying Missed Opportunities for Recruitment to Home Dialysis Therapies","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Provincial Health Services Authority; University of British Columbia","funders":"","keywords":"Medicine; Dialysis; Home hemodialysis; Hemodialysis; Contraindication; Observational study; Nephrology; Kidney disease; Home dialysis; Intensive care medicine; Emergency medicine; Internal medicine; Alternative medicine","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":[0.008512281,0.0003832077,0.000483551,0.00214268,0.001266074,0.001291936,0.002003631,0.0007789929,0.001942384],"category_scores_gemma":[0.04865083,0.0003823907,0.0006683535,0.001444837,0.0005114675,0.0009809742,0.002549931,0.001117903,0.0003438168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002505159,"about_ca_system_score_gemma":0.002552205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03356151,"about_ca_topic_score_gemma":0.05388119,"domain_scores_codex":[0.9892013,0.003858917,0.001818322,0.001094168,0.00240391,0.001623289],"domain_scores_gemma":[0.9530786,0.01240484,0.02600973,0.001887063,0.003802127,0.002817585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000826973,0.0000571779,0.9936528,0.00003937436,0.00004500842,0.00008192933,0.0005261392,0.0001575529,0.00003213969,0.00006345104,0.0005777424,0.004684059],"study_design_scores_gemma":[0.000007670997,0.0001180678,0.9958249,0.0001128267,0.00002323804,0.0002664284,0.001364895,0.001130999,0.0001007055,0.0001039449,0.0009318037,0.00001440719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946457,0.0005874182,0.001070329,0.0004713565,0.00002906179,0.0001517184,0.00159055,0.00001564735,0.001438239],"genre_scores_gemma":[0.9974372,0.0001697873,0.0008234869,0.00009708328,0.00002147474,0.0001744267,0.001014042,0.000003829624,0.0002585522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03356151,"threshold_uncertainty_score":0.06673229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2145036143125215,"score_gpt":0.3564841726366402,"score_spread":0.1419805583241187,"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."}}