{"id":"W4383757275","doi":"10.56687/9781447349013","title":"Dementia and Place","year":2021,"lang":"en","type":"book","venue":"Policy Press eBooks","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Psychology; Computer science; Medicine; Internal medicine; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001472161,0.0002930916,0.0004394124,0.0002161279,0.00007818231,0.00009265164,0.000105127,0.0002307902,0.0002144609],"category_scores_gemma":[0.00007244432,0.0002746219,0.0001290299,0.00001386299,0.0001801146,0.00002418651,0.0003578855,0.000467778,0.00002754851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010566,"about_ca_system_score_gemma":0.001200901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001715532,"about_ca_topic_score_gemma":0.00001411011,"domain_scores_codex":[0.9982744,0.00006052463,0.0002484823,0.0004537611,0.0005148069,0.0004479995],"domain_scores_gemma":[0.9989985,0.00007004992,0.00008314796,0.0003649709,0.0001713233,0.0003120345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007420104,0.0003795875,0.002105381,0.006503646,0.006729852,0.002276308,0.001402197,3.099214e-7,0.001285921,0.1037334,0.7151408,0.1597005],"study_design_scores_gemma":[0.001450881,0.0002015041,0.001085656,0.0005101184,0.0006261703,0.0001325539,0.000009858413,0.00001137726,0.001627999,0.0007851211,0.9933129,0.0002458594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005995434,0.004131774,0.00001899169,0.0002201818,0.00005624851,0.0006718626,0.00004986322,0.00006125343,0.9941903],"genre_scores_gemma":[0.001884446,0.0004660634,0.0001099265,0.001021821,0.0008214738,0.00009456748,0.0001327572,0.00006724077,0.9954017],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.278172,"threshold_uncertainty_score":0.9999706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03554861515169234,"score_gpt":0.3385559003474849,"score_spread":0.3030072851957926,"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."}}