{"id":"W4213343609","doi":"10.1016/j.ekir.2022.01.200","title":"POS-184 PROVIDER PRACTICE EVALUATION SURVEY: ASSESSMENT OF PRIMARY CARE PROVIDERS’ PERSPECTIVES ON CARE DELIVERY FOR CHRONIC KIDNEY DISEASE PATIENTS IN ALBERTA","year":2022,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Kidney disease; Primary care; Disease; Intensive care medicine; Family medicine; Population; End stage renal disease; Internal medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002272573,0.0001571894,0.0002579828,0.001320155,0.001435493,0.001056483,0.0009154087,0.0004440365,0.001771825],"category_scores_gemma":[0.005479833,0.0003032803,0.0004267742,0.002753261,0.0004687926,0.0004357253,0.001251896,0.0007224481,0.0002227298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01110292,"about_ca_system_score_gemma":0.01334856,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8747972,"about_ca_topic_score_gemma":0.9407386,"domain_scores_codex":[0.9978825,0.0004892856,0.0002065636,0.0001450003,0.0009075911,0.0003689551],"domain_scores_gemma":[0.9937717,0.0008131331,0.001749605,0.0001342822,0.002143957,0.00138723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000578947,0.0001096473,0.9943408,0.0000299053,0.00002412007,0.00005271036,0.001524979,0.00005266424,0.00009563665,0.0000336311,0.0007012432,0.002976751],"study_design_scores_gemma":[0.000007186695,0.00004362642,0.9971086,0.00001542891,0.00000709529,0.00002917348,0.002226241,0.0001423437,0.00002039033,0.000006185046,0.0003901245,0.00000359338],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955596,0.0002195106,0.00006369945,0.0003838745,0.000006763144,0.0001027456,0.001621155,0.000007121659,0.002035431],"genre_scores_gemma":[0.9968591,0.0002779395,0.0003352318,0.0002340978,0.000008265743,0.00005985413,0.001246874,0.000003564599,0.0009751379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1252028,"threshold_uncertainty_score":0.2518802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.020679212227736,"score_gpt":0.311295650332707,"score_spread":0.290616438104971,"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."}}