{"id":"W2897967274","doi":"10.1016/j.jalz.2018.06.428","title":"P1‐419: USING A BRAIN NETWORK APPROACH TO PREDICT GENETIC MUTATION IN INDIVIDUAL PATIENTS WITH FAMILIAL FRONTOTEMPORAL DEMENTIA","year":2018,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"C9orf72; Frontotemporal dementia; Atrophy; Psychology; Frontotemporal lobar degeneration; Dementia; Neuroscience; Medicine; Pathology; Disease","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":[0.0005136697,0.0006773091,0.0003526868,0.001711537,0.000500857,0.0008451935,0.0004380972,0.0007046554,0.002865717],"category_scores_gemma":[0.002506156,0.0001667878,0.000360851,0.0006996821,0.0001890707,0.0007708058,0.0007709019,0.0004864286,0.0005328913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006044435,"about_ca_system_score_gemma":0.0003322854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008774861,"about_ca_topic_score_gemma":0.01702324,"domain_scores_codex":[0.9997857,0.00005015313,0.00001733553,0.00008748572,0.0000263721,0.00003307291],"domain_scores_gemma":[0.9994764,0.0002016352,0.0001159738,0.00002661108,0.00006751285,0.0001118755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006980451,0.0001247917,0.9734448,0.0000348286,0.0001935176,0.0004740059,0.0002100157,0.00311238,0.001658887,0.0001919223,0.0009041597,0.01895256],"study_design_scores_gemma":[0.00003858948,0.0002808139,0.9332144,0.00003687371,0.0001654912,0.001299421,0.0004693818,0.06038182,0.0007599556,0.002484168,0.0008428126,0.00002628509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995051,0.0001919848,0.001636856,0.0002505349,0.00001195469,0.00003678357,0.001053512,0.00003384292,0.001733474],"genre_scores_gemma":[0.9976927,0.00006838917,0.0012658,0.00002117981,0.000009781691,0.00002880449,0.0006732302,0.000004869788,0.0002353261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008774861,"threshold_uncertainty_score":0.01744753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04433996720588312,"score_gpt":0.2907803386774986,"score_spread":0.2464403714716155,"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."}}