{"id":"W2096462681","doi":"10.1017/cjn.2014.23","title":"Alzheimer’s Disease: Initial Clinical Implementation of Automated Volumetry","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Content (measure theory); Computer science; Medicine; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005809956,0.0007752288,0.0005453658,0.0009237578,0.0003604234,0.001538291,0.0021862,0.0008103228,0.009992576],"category_scores_gemma":[0.01769256,0.0006349909,0.0003212883,0.0005584206,0.0004126649,0.0008682416,0.001439059,0.0008528669,0.004297476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006040124,"about_ca_system_score_gemma":0.0011752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007386494,"about_ca_topic_score_gemma":0.01025199,"domain_scores_codex":[0.9979724,0.0009810596,0.0002392377,0.0003491776,0.0003341311,0.0001238773],"domain_scores_gemma":[0.9950412,0.002399973,0.0001178505,0.0009652494,0.001145763,0.0003299646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006749711,0.003176759,0.04614127,0.0005522969,0.000373602,0.001805909,0.00228063,0.008787571,0.01470893,0.0009378014,0.04607965,0.868406],"study_design_scores_gemma":[0.01177868,0.01211389,0.3510813,0.001380626,0.001173781,0.01654414,0.003440019,0.3315056,0.07847877,0.009730682,0.1817009,0.001071618],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6602131,0.001977776,0.233097,0.004096685,0.0008646093,0.008814437,0.01675018,0.04230614,0.03188007],"genre_scores_gemma":[0.7024674,0.00084963,0.2795485,0.0009416214,0.0002082805,0.002190394,0.006362346,0.002492022,0.004939817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009992576,"threshold_uncertainty_score":0.03342849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07430018302003481,"score_gpt":0.4156944083216268,"score_spread":0.341394225301592,"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."}}