{"id":"W4283588559","doi":"10.1186/s12875-022-01778-9","title":"Practitioner perceptions of the feasibility of common frailty screening instruments within general practice settings: a mixed methods study","year":2022,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Medical Research Council; Canadian Institutes of Health Research; National Health and Medical Research Council; Resthaven Incorporated","keywords":"Checklist; Medicine; Focus group; Intervention (counseling); Perception; Vulnerability (computing); Scale (ratio); Qualitative research; Applied psychology; Psychology; Nursing; Computer science","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":[0.001600531,0.0001839427,0.0004557018,0.00009537224,0.0003439382,0.00001182938,0.0003168863,0.00006084187,0.0001733741],"category_scores_gemma":[0.001431594,0.0001505786,0.0002014413,0.0004925189,0.0001423625,0.0002441487,0.0007586565,0.0006713317,0.000001205511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005591754,"about_ca_system_score_gemma":0.0005356743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005781571,"about_ca_topic_score_gemma":0.0001699847,"domain_scores_codex":[0.9953734,0.002459874,0.000660093,0.0003874316,0.0009258284,0.0001934318],"domain_scores_gemma":[0.9973114,0.0004689625,0.0006773418,0.001045144,0.0004196534,0.00007750282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001031835,0.002928312,0.9282206,0.000799788,0.0003121274,0.000009105346,0.02878873,0.001223552,0.01907671,0.00003468041,0.001952303,0.01562223],"study_design_scores_gemma":[0.003021019,0.0009649058,0.8755443,0.0001004269,0.0005442124,0.0001196161,0.1168905,0.0002564944,0.001553643,0.0000259382,0.0008250054,0.0001539171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927826,0.0001226267,0.0009539592,0.0007160328,0.0004013761,0.001943085,0.0002192702,0.00005000877,0.002811056],"genre_scores_gemma":[0.8519118,0.000001589205,0.1466743,0.000753719,0.0000481692,0.0001314706,0.0001738787,0.00002730345,0.0002776837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1457204,"threshold_uncertainty_score":0.6140419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05573665456026215,"score_gpt":0.3917267166765209,"score_spread":0.3359900621162587,"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."}}