{"id":"W3186280379","doi":"10.1177/23743735211034047","title":"Improving Communications With Patients and Families in Geriatric Care. The How, When, and What","year":2021,"lang":"en","type":"article","venue":"Journal of Patient Experience","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Telephone interview; Scale (ratio); Health care; Family caregivers; Family medicine; Nursing; Psychology; Medicine; Telephone survey; Health communication","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001569332,0.0001366476,0.0002501793,0.000135861,0.0007973777,0.00009291406,0.0004309715,0.00008010725,0.00001010751],"category_scores_gemma":[0.0004812013,0.00009129527,0.00002766774,0.0003148299,0.0002547171,0.001171983,0.0006057651,0.0007092516,8.339748e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001819828,"about_ca_system_score_gemma":0.000394109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001910717,"about_ca_topic_score_gemma":0.0005538739,"domain_scores_codex":[0.9975706,0.000932614,0.0006953932,0.0001748329,0.0003577697,0.0002687639],"domain_scores_gemma":[0.9963519,0.0008099592,0.0008752722,0.0007661441,0.001067375,0.0001293589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006162647,0.00007746313,0.5011226,0.0001453188,0.000008447428,0.000004841189,0.4603529,0.0000030855,0.0001063579,0.0001348564,0.00005840709,0.03792413],"study_design_scores_gemma":[0.001236125,0.0003817622,0.07662682,0.0006965669,0.00001543562,0.00001564388,0.9149157,0.0001390448,0.0001393356,0.0000813559,0.005607103,0.0001451086],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628203,0.03267466,0.00003827556,0.003522317,0.0003665785,0.0004799227,0.000004004004,0.000007539101,0.00008643842],"genre_scores_gemma":[0.9880658,0.006860549,0.004105597,0.0008043365,0.00002575404,0.0001062264,0.000005433363,0.0000141204,0.00001215709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4545628,"threshold_uncertainty_score":0.6132865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07616711429472041,"score_gpt":0.3631968524504617,"score_spread":0.2870297381557413,"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."}}