{"id":"W4415769979","doi":"10.5463/thesis.1341","title":"Improving information provision in the memory clinic","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Memory clinic; Cognition; Disease; Quarter (Canadian coin); Psychological intervention; Primary care; Population; Focus group; Cognitive skill","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006738798,0.000238102,0.0003887046,0.0009846757,0.003437392,0.004113839,0.001303858,0.001397805,0.007650257],"category_scores_gemma":[0.02470808,0.0002747416,0.0004387376,0.0008649807,0.001006508,0.00348843,0.00445988,0.00167927,0.0009155636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002281932,"about_ca_system_score_gemma":0.00668615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002933865,"about_ca_topic_score_gemma":0.004590165,"domain_scores_codex":[0.9910939,0.006225769,0.000463382,0.0004054097,0.0008251891,0.0009864473],"domain_scores_gemma":[0.9802487,0.009181014,0.003288069,0.0006086461,0.001639348,0.005034236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005441618,0.002595147,0.1032907,0.002416573,0.0001341392,0.004067195,0.1946263,0.0003135566,0.002561657,0.003171137,0.06960183,0.6166776],"study_design_scores_gemma":[0.0004452707,0.003908343,0.2167364,0.007194307,0.0004216271,0.007046402,0.4195667,0.001174692,0.002567098,0.007041572,0.3335935,0.0003040141],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9004446,0.006833598,0.003499498,0.04540554,0.0005749228,0.0006428846,0.0003088859,0.0003893047,0.0419008],"genre_scores_gemma":[0.973802,0.004573751,0.01055101,0.007201175,0.0003755467,0.0003543959,0.0001711486,0.00003191422,0.002939047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007650257,"threshold_uncertainty_score":0.03563857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01433654681810214,"score_gpt":0.3533789805374957,"score_spread":0.3390424337193935,"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."}}