{"id":"W4412907105","doi":"10.3390/healthcare13151899","title":"Bridging the Care Gap: Integrating Family Caregiver Partnerships into Healthcare Provider Education","year":2025,"lang":"en","type":"article","venue":"Healthcare","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Air Canada; NorQuest College; CARE Canada; University of Calgary; University of Regina; University of Manitoba; University of Alberta","funders":"Alberta Health; University of Alberta","keywords":"Champion; Workforce; Psychology; Nursing; Service provider; Health care; Medical education; Workforce development; Core competency; Knowledge management; Service (business); Medicine; Business; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0202004,0.0004717768,0.0003559698,0.001071717,0.004536368,0.004186671,0.002791062,0.001540896,0.005220777],"category_scores_gemma":[0.03367896,0.0005360004,0.0006157996,0.0006743717,0.001914792,0.006194376,0.014977,0.002828917,0.0006077595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004511281,"about_ca_system_score_gemma":0.04214467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005918622,"about_ca_topic_score_gemma":0.01610695,"domain_scores_codex":[0.9857872,0.01073467,0.0002610418,0.0004534624,0.000880006,0.001883777],"domain_scores_gemma":[0.9795234,0.007805494,0.001218198,0.001013379,0.001211512,0.009228027],"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":[0.0001857901,0.006668885,0.02712009,0.001174529,0.00009333449,0.001157774,0.07972143,0.001490094,0.0009807713,0.01275629,0.01705957,0.8515915],"study_design_scores_gemma":[0.001407549,0.007378246,0.1015785,0.01695769,0.0004782458,0.00446914,0.3939201,0.01447705,0.00554609,0.08836281,0.365065,0.0003595386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6671681,0.008213486,0.1037662,0.110753,0.001439468,0.005449832,0.0001505422,0.001017448,0.102042],"genre_scores_gemma":[0.9136483,0.00250209,0.07654729,0.003251972,0.0001016705,0.001321647,0.0000625561,0.00005084519,0.002513682],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0202004,"threshold_uncertainty_score":0.1068312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0735372232056993,"score_gpt":0.4770814912424127,"score_spread":0.4035442680367134,"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."}}