{"id":"W2985848967","doi":"10.1093/geroni/igz038.2537","title":"IMPLEMENTING A NEW MODEL IN PRIMARY CARE FOR OLDER CANADIANS LIVING WITH FRAILTY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Waterloo","funders":"","keywords":"Primary care; Nursing; Health care; Presentation (obstetrics); Best practice; Coding (social sciences); Psychology; Process management; Medicine; Medical education; Engineering; Family medicine; Sociology; Political science","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":[0.01338177,0.0008030048,0.000429669,0.001289326,0.01688829,0.005100844,0.004443129,0.00175824,0.004694799],"category_scores_gemma":[0.01336014,0.0004744627,0.001176004,0.001477949,0.004111987,0.002112027,0.006296435,0.002785165,0.0006211868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0665313,"about_ca_system_score_gemma":0.253087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8505682,"about_ca_topic_score_gemma":0.9407703,"domain_scores_codex":[0.9899362,0.003858467,0.0003766587,0.0007392987,0.002446777,0.002642475],"domain_scores_gemma":[0.9863673,0.001329645,0.0005335915,0.0008864221,0.004026328,0.0068567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005820332,0.007151682,0.09836436,0.002842869,0.0001843401,0.004101969,0.2017212,0.004538721,0.004251157,0.02022115,0.08341078,0.5726297],"study_design_scores_gemma":[0.00109642,0.007132448,0.2361142,0.004938329,0.0005126924,0.001450882,0.3405019,0.01258075,0.002303695,0.008215992,0.3844913,0.000661322],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7995651,0.002412685,0.02382549,0.0769432,0.001195764,0.01339999,0.001075729,0.0009795193,0.08060261],"genre_scores_gemma":[0.8681266,0.001875084,0.1081193,0.005826953,0.0001174965,0.002931111,0.0005823083,0.00007171505,0.01234945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1494318,"threshold_uncertainty_score":0.4827206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2800094587474067,"score_gpt":0.5630087513191523,"score_spread":0.2829992925717456,"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."}}