{"id":"W2892021733","doi":"10.23889/ijpds.v3i4.842","title":"Patient-Physician Relational Continuity and Health System Utilization Among Albertans","year":2018,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Emergency department; Medicine; Health care; Continuity of care; Population; Ambulatory care; Multivariate analysis; Family medicine; Disease; Primary care; Nursing; 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":[0.0008261289,0.0001256563,0.0001207491,0.001077898,0.000820831,0.0009210057,0.000529614,0.0001831719,0.002973281],"category_scores_gemma":[0.002674656,0.0001166713,0.0002235962,0.001709808,0.0004252369,0.0002242647,0.0006948519,0.0002910724,0.0001313636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007118556,"about_ca_system_score_gemma":0.005593921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9028049,"about_ca_topic_score_gemma":0.9064194,"domain_scores_codex":[0.9993618,0.0001017307,0.00003766596,0.00007964263,0.0002409689,0.0001781526],"domain_scores_gemma":[0.9985086,0.0002040212,0.0004311223,0.0000645468,0.0003874674,0.0004042263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003395669,0.0000249743,0.99595,0.000007456769,0.00001153892,0.0000409038,0.0003238821,0.0001443458,0.00005368362,0.00005945658,0.0003469205,0.003002895],"study_design_scores_gemma":[0.000003012219,0.00001951945,0.9981847,0.00001184261,0.000008394833,0.00004115258,0.0009926279,0.000333918,0.00003914196,0.00002451186,0.0003384953,0.000002514603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971939,0.0001186412,0.00008996583,0.0001673919,0.000003731665,0.00001423143,0.0008355383,0.000007324588,0.001569095],"genre_scores_gemma":[0.9985765,0.00008309376,0.0002288285,0.00004979042,0.000003802693,0.000007152921,0.0005530948,0.000001634966,0.0004960149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09719515,"threshold_uncertainty_score":0.1955351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1871541069187173,"score_gpt":0.5035659731593921,"score_spread":0.3164118662406748,"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."}}