{"id":"W4234051999","doi":"10.1038/kisup.2012.43","title":"Biographic and Disclosure Information","year":2012,"lang":"en","type":"article","venue":"Kidney International Supplements","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Glasgow; Royal Society; Royal Society of Canada; Amgen","keywords":"Business; Internet privacy; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005021872,0.0001351541,0.00009812738,0.0001422355,0.0001883503,0.0000231871,0.0001778492,0.0002198271,0.009157538],"category_scores_gemma":[0.0001403178,0.0001261017,0.0000441598,0.0001213987,0.00008971029,0.0009201588,0.0001116164,0.0005604359,0.0002995485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005144836,"about_ca_system_score_gemma":0.00003552124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002653412,"about_ca_topic_score_gemma":0.00000227266,"domain_scores_codex":[0.9988611,0.000121866,0.0002924487,0.0001073108,0.0002091126,0.0004082069],"domain_scores_gemma":[0.9988603,0.00006507587,0.00008504551,0.0000755874,0.00008000738,0.0008339975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001051901,0.0001792355,0.7841395,0.00003819647,0.0001620594,0.000001718392,0.0006084643,0.000001495888,0.001846574,0.01106337,0.1933503,0.008503944],"study_design_scores_gemma":[0.001112748,0.00002433804,0.01799662,0.000009741805,0.00004289927,0.00001619802,0.0001361428,0.0001804218,0.006233783,0.0003324762,0.973776,0.0001386457],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8454942,0.0008479804,0.0002858408,0.077007,0.01258727,0.001108775,0.005472438,0.0002504162,0.05694614],"genre_scores_gemma":[0.9819821,0.000386702,0.0001563681,0.01561713,0.0005340269,0.00004830829,0.000919921,0.000007137277,0.0003482994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7804257,"threshold_uncertainty_score":0.9917482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2904185429442075,"score_gpt":0.543624764493981,"score_spread":0.2532062215497735,"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."}}