{"id":"W2044980964","doi":"10.7182/prtr.10.4.6w26x244566347pv","title":"Mentorship programs for transplant patients","year":2000,"lang":"en","type":"article","venue":"Progress in Transplantation","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto General Hospital","funders":"","keywords":"Mentorship; Medicine; Renal transplant; Medical education; Family medicine; Transplantation; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004180603,0.0001533805,0.0001904998,0.0000946446,0.0002740256,0.00000812597,0.0001196646,0.0002142536,0.000251407],"category_scores_gemma":[0.00000462143,0.0001388033,0.00005492343,0.0002013,0.00003296516,0.0001447697,0.00000176765,0.0002969172,0.00007817256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007959296,"about_ca_system_score_gemma":0.00008626454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005257232,"about_ca_topic_score_gemma":0.0003214763,"domain_scores_codex":[0.9981042,0.000246546,0.0005520079,0.0002737985,0.000231679,0.0005918256],"domain_scores_gemma":[0.9994637,0.0001463329,0.00008562973,0.0001097665,0.00007980925,0.0001147899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007872473,0.0001716,0.8293368,0.001464602,0.000004785776,0.000003404124,0.007831845,7.804865e-7,2.991213e-7,0.0001811223,0.00009865282,0.1601188],"study_design_scores_gemma":[0.007559971,0.0003094906,0.9763628,0.000971029,0.00007454198,9.716332e-7,0.0002933014,0.000231422,0.00001654763,0.0006494564,0.0131748,0.0003556781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926175,0.0004226903,0.0003174539,0.0006002575,0.000341454,0.003884468,0.0001788944,0.0001417672,0.00149549],"genre_scores_gemma":[0.9947155,0.0007501044,0.0009768303,0.0001962567,0.0002594043,0.001324235,0.001534707,0.00002827291,0.0002146692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1597631,"threshold_uncertainty_score":0.5660233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06259480528754925,"score_gpt":0.4090517091965035,"score_spread":0.3464569039089542,"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."}}