{"id":"W2981272426","doi":"10.1016/j.jalz.2019.09.010","title":"P4‐644: A STRATEGIC HUMAN‐BASED ADRD RESEARCH PROGRAM: TOWARD BASIC MECHANISM DISCOVERY, THERAPEUTIC TRANSLATION, PUBLIC POLICY, EDUCATION AND HEALTH","year":2019,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Reductionism; Mechanism (biology); Translational research; Computer science; Data science; Engineering ethics; Political science; Management science; Knowledge management; Medicine; Engineering","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":[0.04583459,0.0007998603,0.0007383919,0.00136546,0.00409362,0.01172737,0.004194588,0.007036187,0.02753433],"category_scores_gemma":[0.01933824,0.0006725197,0.0009382264,0.001907866,0.008000303,0.009904603,0.01108957,0.005857392,0.008448363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006107216,"about_ca_system_score_gemma":0.04419369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005205739,"about_ca_topic_score_gemma":0.006005665,"domain_scores_codex":[0.9879056,0.006694934,0.0004010548,0.00119669,0.003021052,0.0007806137],"domain_scores_gemma":[0.9826142,0.006032018,0.001314454,0.003384858,0.003408136,0.003246323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003190175,0.0004840433,0.002033692,0.0004969897,0.00003811379,0.0002290791,0.0008826294,0.003740115,0.003227507,0.6981698,0.127914,0.1624651],"study_design_scores_gemma":[0.0001739278,0.0005745354,0.001573183,0.0004799461,0.00003734331,0.0003373621,0.001020256,0.009041708,0.007604932,0.4474405,0.531637,0.00007935521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02033819,0.004113667,0.4077344,0.3237824,0.00275253,0.003007162,0.003026488,0.002143495,0.2331017],"genre_scores_gemma":[0.2463764,0.007108278,0.5479688,0.06129706,0.00137803,0.00458298,0.003749795,0.0010527,0.126486],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04583459,"threshold_uncertainty_score":0.2423993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1399801265049223,"score_gpt":0.3704973876526019,"score_spread":0.2305172611476795,"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."}}