{"id":"W4417066190","doi":"10.1053/j.ajkd.2025.09.018","title":"Family Physicians’ Perspectives on Providing Living Kidney Donor Care","year":2025,"lang":"en","type":"article","venue":"American Journal of Kidney Diseases","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Amgen Canada; Canadian Blood Services; AstraZeneca","keywords":"Primary care; Kidney transplant; Scope (computer science); Family member; Kidney transplantation; Kidney donation","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.01647802,0.00020262,0.0003277733,0.0007809668,0.01371028,0.006820065,0.001187158,0.008791595,0.01145197],"category_scores_gemma":[0.05708202,0.0003894219,0.0006902895,0.0009203075,0.005763727,0.004304249,0.004546111,0.01016107,0.000468764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01093778,"about_ca_system_score_gemma":0.02278762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03428606,"about_ca_topic_score_gemma":0.08007768,"domain_scores_codex":[0.9783769,0.0147143,0.0006957359,0.0006303518,0.001766707,0.003816052],"domain_scores_gemma":[0.9227955,0.03379409,0.006228435,0.0007517252,0.008091887,0.02833834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007422739,0.0005556041,0.07441834,0.0007071252,0.0002562559,0.01837987,0.3703212,0.0008744068,0.001652447,0.07848299,0.3638733,0.08973634],"study_design_scores_gemma":[0.0002224169,0.0003157632,0.03787342,0.002203841,0.0001195519,0.005292575,0.5402671,0.0003067234,0.0006249858,0.01361632,0.3989761,0.0001810739],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1085457,0.005672513,0.0003443886,0.8460108,0.003929722,0.00001674901,0.00009488859,0.000007904264,0.03537739],"genre_scores_gemma":[0.8265469,0.004899629,0.0005435889,0.1617167,0.002646655,0.00002456974,0.00004702959,0.00002486605,0.003550036],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03428606,"threshold_uncertainty_score":0.08714515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005201465012205937,"score_gpt":0.2677145993521712,"score_spread":0.2625131343399653,"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."}}