{"id":"W3036726826","doi":"10.1371/journal.pone.0234205","title":"Associations between continuity of primary and specialty physician care and use of hospital-based care among community-dwelling older adults with complex care needs","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto; McMaster University; Impact","funders":"Institute of Health Services and Policy Research; Canadian Institutes of Health Research","keywords":"Specialty; Medicine; Emergency department; Continuity of care; Emergency medicine; Confounding; Primary care; Retrospective cohort study; Primary care physician; Family medicine; Health care; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001245743,0.0002166303,0.001025785,0.0001002502,0.000728912,0.0000124869,0.0001620557,0.0001907849,0.00001382968],"category_scores_gemma":[0.00012963,0.0002070683,0.00006113312,0.0002923603,0.0001872466,0.000189176,0.0001809236,0.0008594986,0.00000135342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003170199,"about_ca_system_score_gemma":0.0005458155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00316472,"about_ca_topic_score_gemma":0.003060805,"domain_scores_codex":[0.9978538,0.0005728177,0.0006116075,0.0002104786,0.0003987752,0.0003524777],"domain_scores_gemma":[0.9966406,0.001118388,0.0006093885,0.0003377901,0.001069218,0.0002246163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007730241,0.0001338514,0.8423521,0.007487524,0.0001186866,8.398257e-7,0.1485972,0.000001389638,0.00004723419,0.00001691317,0.0001853532,0.0009816376],"study_design_scores_gemma":[0.002099746,0.0005970265,0.9274658,0.001343256,0.0003387426,7.076685e-9,0.06751224,0.00001019997,0.0003191964,0.000003329573,0.0001152996,0.0001951811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922175,0.0006990088,0.00002574681,0.0008320619,0.00002703355,0.0015777,0.002855722,0.00006851466,0.001696729],"genre_scores_gemma":[0.9940211,0.00007000271,0.001445055,0.002678775,0.0001887436,0.00003084278,0.001517766,0.00003922591,0.000008505197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08511367,"threshold_uncertainty_score":0.8443998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08529210425788253,"score_gpt":0.3166643938399153,"score_spread":0.2313722895820328,"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."}}