{"id":"W4396992904","doi":"10.1681/asn.20213210s1703c","title":"Provider Practice Evaluation Survey: Assessment of Primary Care Provider Perspectives on Care Delivery for CKD Patients in Alberta","year":2021,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Primary care; Medicine; Family medicine; Intensive care medicine","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":[0.002619533,0.000171302,0.000248967,0.001130747,0.001042448,0.0006922181,0.0006853023,0.0003696298,0.001591321],"category_scores_gemma":[0.00652983,0.0002837592,0.0003682224,0.002245502,0.0003840258,0.0003280393,0.0009272246,0.0005876762,0.0001680961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00831754,"about_ca_system_score_gemma":0.01156356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7710863,"about_ca_topic_score_gemma":0.832474,"domain_scores_codex":[0.997962,0.0005507304,0.000206599,0.0001669368,0.0008324589,0.0002813465],"domain_scores_gemma":[0.9932764,0.001081598,0.002115263,0.0001621442,0.002099224,0.001265484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003754566,0.00007258474,0.9954758,0.00003732831,0.0000194014,0.00004016857,0.0008640758,0.0000529137,0.00007210228,0.00001202172,0.0006446589,0.002671469],"study_design_scores_gemma":[0.00000948845,0.00005812297,0.9981546,0.00001580531,0.000006734487,0.00004072221,0.001133926,0.0001619409,0.00001937322,0.000004254563,0.0003914725,0.000003554455],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994958,0.0002482715,0.0001364361,0.0004021743,0.00000679363,0.0002410565,0.002399653,0.00001320371,0.001594506],"genre_scores_gemma":[0.9961298,0.000312985,0.0007459147,0.0002267069,0.000009685468,0.0001516172,0.001735467,0.000004127657,0.0006837544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2289137,"threshold_uncertainty_score":0.4605235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05393719987821628,"score_gpt":0.4401213389401121,"score_spread":0.3861841390618959,"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."}}