{"id":"W4405011878","doi":"10.1007/978-3-030-44817-2_56-1","title":"Electron Microscopy of Cast Nephropathy","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Electron microscope; Materials science; Microscopy; Physics; Optics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002165135,0.0003907495,0.0002126607,0.001216602,0.0005603504,0.000506174,0.0005555609,0.0005828939,0.005555628],"category_scores_gemma":[0.0001512896,0.0004021993,0.0002921461,0.0005640488,0.0005553873,0.0007607779,0.0005035167,0.001280096,0.002157994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004777748,"about_ca_system_score_gemma":0.0001962721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002078821,"about_ca_topic_score_gemma":0.004182345,"domain_scores_codex":[0.9999419,0.00001123692,0.000002935611,0.000006312231,0.00002656509,0.0000109014],"domain_scores_gemma":[0.9999087,0.00003792536,0.000003672567,0.00002092359,0.00001888804,0.000009958254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004547664,0.0002615764,0.001176253,0.002502017,0.0001057269,0.004819945,0.001026605,0.004983313,0.2635484,0.3344269,0.08438293,0.3023117],"study_design_scores_gemma":[0.000017639,0.0001549149,0.01095928,0.0007168476,0.00003602544,0.008578189,0.0002369627,0.003586397,0.04416974,0.07746474,0.8540388,0.0000404452],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04812618,0.1691367,0.0532962,0.003256991,0.002732522,0.0002582302,0.001205583,0.001292362,0.7206953],"genre_scores_gemma":[0.1577879,0.09020286,0.04798162,0.001565696,0.0008631281,0.0001397706,0.001105074,0.0004806366,0.6998734],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.005555628,"threshold_uncertainty_score":0.01858544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009924667746205915,"score_gpt":0.2783073327533499,"score_spread":0.268382665007144,"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."}}