{"id":"W4312067918","doi":"10.1093/geroni/igac059.256","title":"BARRIERS AND FACILITATORS FOR ECONSULT: IMPROVING ACCESS TO SPECIALIST ADVICE IN LONG-TERM CARE","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Champion; Long-term care; Workflow; Nursing; Primary care; Specialist care; Medicine; Business; Family medicine; Political science; Management","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":[0.02166103,0.0002001115,0.0003061254,0.0007391343,0.002101668,0.003481852,0.001504492,0.0009210646,0.008461094],"category_scores_gemma":[0.05748357,0.0001782574,0.0005502976,0.001028785,0.001464348,0.001936886,0.005497715,0.001511356,0.0004662893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005127243,"about_ca_system_score_gemma":0.0232232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01814483,"about_ca_topic_score_gemma":0.03155903,"domain_scores_codex":[0.989522,0.006064768,0.0007753373,0.0003178681,0.00164364,0.001676346],"domain_scores_gemma":[0.9407814,0.04008093,0.005427296,0.001430155,0.004875619,0.007404713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005710536,0.002526456,0.1661966,0.003449791,0.0001140484,0.001188172,0.05887587,0.0009179646,0.000941453,0.005618141,0.03542204,0.7241784],"study_design_scores_gemma":[0.0006565618,0.00494063,0.5494599,0.01917842,0.0004464507,0.001866227,0.2252809,0.01117177,0.003444375,0.008445512,0.174823,0.0002860616],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9184939,0.002343089,0.002782979,0.04748871,0.0002275788,0.0007483202,0.0002281007,0.0002991672,0.02738824],"genre_scores_gemma":[0.9902049,0.0008466274,0.004432488,0.002378811,0.00006104548,0.00018188,0.00005547515,0.000016899,0.001821904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02166103,"threshold_uncertainty_score":0.1145558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0203112826654511,"score_gpt":0.3012908601053021,"score_spread":0.280979577439851,"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."}}