{"id":"W4400093437","doi":"10.1111/ajag.13342","title":"Who is the frail consumer and how do we reach them? Engaging consumers in frailty research","year":2024,"lang":"en","type":"article","venue":"Australasian Journal on Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Gerontology; Business; Psychology; Advertising; Medicine","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":[0.1120611,0.0005149223,0.001542115,0.001902778,0.01303732,0.01608109,0.002698075,0.01079919,0.007608821],"category_scores_gemma":[0.168387,0.0008604696,0.001297358,0.002084354,0.02202662,0.02881674,0.01699057,0.01780962,0.002755217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008125243,"about_ca_system_score_gemma":0.03530372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0108937,"about_ca_topic_score_gemma":0.01714758,"domain_scores_codex":[0.8938877,0.08910685,0.002409144,0.002294638,0.0082179,0.004083805],"domain_scores_gemma":[0.8693382,0.07995043,0.006806894,0.004506047,0.013539,0.02585936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002745418,0.0005790107,0.01584376,0.004308552,0.0001382892,0.000966898,0.5776254,0.0001051625,0.0006039967,0.03477608,0.1085166,0.2562617],"study_design_scores_gemma":[0.0001739459,0.0007117043,0.00837732,0.02724663,0.0002044576,0.001954858,0.441825,0.0003673153,0.0007337657,0.09836469,0.4197516,0.0002888188],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04531952,0.04229469,0.008452988,0.8752286,0.003301048,0.0007239366,0.0001195357,0.0001109683,0.0244486],"genre_scores_gemma":[0.5405682,0.1132346,0.02429109,0.3039872,0.004293224,0.002717476,0.0003036663,0.0002885543,0.01031595],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1120611,"threshold_uncertainty_score":0.5926429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021976745855932,"score_gpt":0.367745506121432,"score_spread":0.2655478315358388,"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."}}