{"id":"W4224233814","doi":"10.12927/hcq.2022.26771","title":"Partnering with Patients to Enhance Access to Kidney Transplantation and Living Kidney Donation","year":2022,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Kidney donation; Kidney transplantation; Donation; Kidney; Transplantation; Intensive care medicine; Kidney transplant; Surgery; Internal medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01518386,0.0003998013,0.0003888807,0.0005666508,0.007653552,0.00492014,0.0008853534,0.002212733,0.01221723],"category_scores_gemma":[0.02592656,0.0002648384,0.0006091305,0.0004688706,0.003366278,0.004093807,0.01236521,0.005672899,0.001431112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001474926,"about_ca_system_score_gemma":0.007705135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282241,"about_ca_topic_score_gemma":0.0026278,"domain_scores_codex":[0.9792339,0.01754378,0.0003510213,0.0004032269,0.001019716,0.001448418],"domain_scores_gemma":[0.9786723,0.00644513,0.001937208,0.0006851517,0.001242901,0.01101738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001878112,0.003459985,0.05919977,0.001042809,0.0001281377,0.002702294,0.2887361,0.0005202064,0.002532065,0.02325682,0.1460471,0.4721869],"study_design_scores_gemma":[0.0003249394,0.002459514,0.02552026,0.002125225,0.0001199692,0.005260441,0.3399634,0.0008068128,0.001472727,0.0296159,0.5920805,0.0002502878],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3708631,0.006481665,0.01712773,0.4826442,0.003514639,0.0009542356,0.0001124215,0.0005115774,0.1177905],"genre_scores_gemma":[0.9165895,0.006526288,0.01614662,0.04697234,0.001382578,0.0008677486,0.00008097339,0.00008707705,0.01134684],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01518386,"threshold_uncertainty_score":0.08030093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428350224148242,"score_gpt":0.3148810510713673,"score_spread":0.3005975488298849,"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."}}