{"id":"W2464006613","doi":"","title":"1000 CNA certified nephrology nurses by 2006: is it possible?","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Certification; Internal medicine; Medicine; Nephrology; Political science; Law","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":[0.004947213,0.0004371337,0.0004757566,0.0007143425,0.0009616539,0.002417709,0.001271696,0.007268649,0.01561735],"category_scores_gemma":[0.0255311,0.0003400706,0.0007974972,0.001025347,0.0005036946,0.002833923,0.001236053,0.003161514,0.002144875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003268406,"about_ca_system_score_gemma":0.0104953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0576106,"about_ca_topic_score_gemma":0.08631337,"domain_scores_codex":[0.9970874,0.0007383296,0.0003138763,0.0002644084,0.0008542902,0.0007416832],"domain_scores_gemma":[0.9801523,0.004137893,0.004340979,0.0004466728,0.006151247,0.0047709],"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":[0.0008493612,0.0005914647,0.3715203,0.001273447,0.0001091508,0.0006529766,0.001023095,0.0003932721,0.0004078112,0.003186939,0.4441544,0.1758378],"study_design_scores_gemma":[0.0004340888,0.0008735357,0.6947463,0.004271574,0.0003298216,0.001127918,0.009316203,0.001874394,0.0006557487,0.002349788,0.2839157,0.0001050301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1679063,0.02311087,0.001130255,0.7492136,0.02272642,0.0001553687,0.007074377,0.0001918144,0.02849096],"genre_scores_gemma":[0.703124,0.02580857,0.00415434,0.2012793,0.01297711,0.0003716099,0.007096487,0.00009961359,0.04508892],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0576106,"threshold_uncertainty_score":0.1145505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07049189854565803,"score_gpt":0.4026808144540397,"score_spread":0.3321889159083817,"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."}}