{"id":"W4415734568","doi":"10.1093/ppar/praf014","title":"Exploring neurologists’ perspectives: barriers and facilitators in implementing cognitive care planning","year":2025,"lang":"en","type":"article","venue":"Public Policy & Aging Report","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"National Institute of Nursing Research; National Institute on Aging; National Institutes of Health","keywords":"Cognition; Health care; Qualitative research; MEDLINE; Advance care planning; Cognitive reframing","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":[0.04776345,0.0005512809,0.000861711,0.001709586,0.01663617,0.01391058,0.004443411,0.007252769,0.009402991],"category_scores_gemma":[0.1025948,0.001163733,0.001215893,0.001772649,0.006844789,0.01121799,0.01282331,0.01789384,0.001836494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01757708,"about_ca_system_score_gemma":0.09860446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06409642,"about_ca_topic_score_gemma":0.1488613,"domain_scores_codex":[0.9451377,0.03233362,0.00363675,0.002526932,0.005889077,0.01047585],"domain_scores_gemma":[0.8667258,0.05841952,0.01000561,0.001837721,0.01776943,0.04524206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000212757,0.0009070108,0.06589343,0.002712053,0.0002025142,0.01127793,0.5796489,0.0006334104,0.0007090866,0.01627015,0.1842469,0.1372859],"study_design_scores_gemma":[0.0001633373,0.0002189185,0.0165814,0.006297893,0.0001437198,0.002977339,0.7910894,0.000778081,0.0003112281,0.01347593,0.1677577,0.0002050777],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1113959,0.008447179,0.002710635,0.8405433,0.003026586,0.0002610843,0.0001951874,0.0001621146,0.03325797],"genre_scores_gemma":[0.7631191,0.0139696,0.01046618,0.2042932,0.00186767,0.0005370308,0.0002360778,0.0002205069,0.005290686],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06409642,"threshold_uncertainty_score":0.2526003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0665443312371434,"score_gpt":0.3934317141106863,"score_spread":0.3268873828735429,"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."}}