{"id":"W4224307914","doi":"10.1177/14713012221080252","title":"Expanding the conversation: A Person-centred Communication Enhancement Model","year":2022,"lang":"en","type":"review","venue":"Dementia","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Conversation; Dementia; Realm; Context (archaeology); Health care; Psychology; Nursing; Public relations; Service provider; Service (business); Medicine; Business; Communication; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006716882,0.0004049641,0.000882933,0.000182592,0.003925645,0.00003299246,0.001888092,0.000271951,0.005971876],"category_scores_gemma":[0.0001790269,0.0003216641,0.000331064,0.0004564009,0.00009844913,0.0001553111,0.001224265,0.002018308,0.000508083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133931,"about_ca_system_score_gemma":0.001391619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002280886,"about_ca_topic_score_gemma":0.00005436024,"domain_scores_codex":[0.9924818,0.004407406,0.001402609,0.0004705678,0.0006253245,0.00061227],"domain_scores_gemma":[0.9934922,0.001586608,0.001784822,0.002860652,0.0001535419,0.0001221393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003203473,0.0002335344,0.0001565079,0.02854383,0.001408067,0.000001667991,0.1240483,0.00003806461,5.843028e-7,0.005046437,0.07034203,0.770149],"study_design_scores_gemma":[0.0003709783,0.00002236505,0.000001950237,0.00363494,0.0007826006,9.225737e-7,0.02091714,0.001063596,1.336464e-7,0.00009586606,0.9728349,0.0002745562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002181645,0.9862269,0.0002534521,0.00150001,0.0008546532,0.00485741,0.0001040179,0.0001290993,0.006072274],"genre_scores_gemma":[0.0005086442,0.9854593,0.0007567161,0.0009291125,0.00009535911,0.008653637,0.00218677,0.00008350323,0.001326916],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9024929,"threshold_uncertainty_score":0.9999235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.545074318157834,"score_gpt":0.4754981943233061,"score_spread":0.06957612383452794,"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."}}