{"id":"W2033560227","doi":"10.1177/1471301212451381","title":"Education about dementia in primary care: Is person-centredness the key?","year":2012,"lang":"en","type":"article","venue":"Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alzheimer Society","keywords":"Dementia; Cognitive reframing; Context (archaeology); Primary care; Psychology; Nursing; Medicine; Intervention (counseling); Psychiatry; Family medicine; Disease; Psychotherapist","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000413771,0.0001814503,0.0001884271,0.0001653463,0.000155915,0.00005837886,0.0001702509,0.00006658163,0.001736627],"category_scores_gemma":[0.00002138613,0.0001360335,0.0001100513,0.0003363498,0.00008539793,0.0002508976,0.00009149671,0.0002327346,0.0002948096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001812375,"about_ca_system_score_gemma":0.0003458521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001225932,"about_ca_topic_score_gemma":0.00001477178,"domain_scores_codex":[0.9981349,0.0001082088,0.0002508453,0.0002643231,0.0005834608,0.0006583296],"domain_scores_gemma":[0.9992091,0.00002833899,0.00007181874,0.000331165,0.00016775,0.0001918052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006397651,0.0006597781,0.9283106,0.0001825542,0.0002347332,0.000003466815,0.004587866,6.838247e-8,0.0009900879,0.0001612866,0.009551969,0.05525356],"study_design_scores_gemma":[0.001282613,0.00008112271,0.9090231,0.0001038735,0.0004414662,0.00001098404,0.003728115,0.000006597333,0.002273161,0.00001149654,0.0829016,0.0001358568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9201685,0.01939516,0.00009435542,0.001505059,0.0005676014,0.0009678594,0.000007226286,0.0000334973,0.0572607],"genre_scores_gemma":[0.9938901,0.0002166062,0.0002180638,0.003147472,0.0003142662,0.000185408,0.0001670051,0.00002565255,0.001835404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07372158,"threshold_uncertainty_score":0.9991759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01921648317088257,"score_gpt":0.2947159387443253,"score_spread":0.2754994555734427,"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."}}