{"id":"W1948257424","doi":"10.1111/j.1525-1594.2011.01208.x","title":"A Nephrologist by Accident: A Life Obsession","year":2011,"lang":"en","type":"editorial","venue":"Artificial Organs","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accident (philosophy); Nephrology; Internal medicine; Medicine; Intensive care medicine; Philosophy; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01288439,0.00126958,0.001915813,0.001676404,0.009675752,0.01529671,0.003606938,0.01997173,0.007568357],"category_scores_gemma":[0.06613202,0.0009519301,0.001388418,0.00094926,0.01090086,0.0147825,0.004841332,0.04233599,0.007161435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004481861,"about_ca_system_score_gemma":0.007231195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001262426,"about_ca_topic_score_gemma":0.002647405,"domain_scores_codex":[0.9876233,0.003582113,0.001197343,0.00177052,0.004729629,0.001097121],"domain_scores_gemma":[0.9460723,0.0260598,0.003258481,0.00186854,0.01258954,0.01015141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001461427,0.00001313668,0.00009478447,0.0001129791,0.00001112188,0.0004009022,0.0007668081,0.00001363684,0.00005256702,0.002635523,0.987702,0.008181919],"study_design_scores_gemma":[0.00001241899,0.00002850928,0.0001638619,0.0003965011,0.00001214969,0.001226346,0.001582099,0.00003943296,0.00004874543,0.002763697,0.9936969,0.00002933613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0002784404,0.01155202,0.0002327234,0.5628847,0.421914,0.000006237601,0.000012622,0.00007887823,0.003040334],"genre_scores_gemma":[0.003363886,0.007100358,0.0002258952,0.5443497,0.4392003,0.0000187753,0.00001138486,0.0001018522,0.005627744],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01997173,"threshold_uncertainty_score":0.06813997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0208680978035296,"score_gpt":0.2810501185283426,"score_spread":0.2601820207248129,"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."}}