{"id":"W2077822230","doi":"10.1016/j.spen.2011.02.007","title":"The NeuroDevNet Vision","year":2011,"lang":"en","type":"article","venue":"Seminars in Pediatric Neurology","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Child and Family Research Institute; University of British Columbia","funders":"","keywords":"Excellence; Psychological intervention; Psychology; Multidisciplinary approach; Multidisciplinary team; Brain development; Medicine; Engineering ethics; Neuroscience; Psychiatry; Political science; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005978755,0.0002138121,0.0001826346,0.0003305302,0.0003469381,0.00003305401,0.0009621984,0.0001678393,0.0001475319],"category_scores_gemma":[0.002504623,0.0001702029,0.0000538288,0.001361193,0.000692938,0.0001470374,0.0003701601,0.001090363,0.0002596336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001564511,"about_ca_system_score_gemma":0.00006384708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001286264,"about_ca_topic_score_gemma":0.00002860752,"domain_scores_codex":[0.9970756,0.0005080346,0.0005831891,0.0007497348,0.000401,0.0006824802],"domain_scores_gemma":[0.9971873,0.00179657,0.0002220542,0.0006508649,0.00004200978,0.0001012583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.002325343,0.004380619,0.1349033,0.000209685,0.00001648088,0.006733803,0.006622761,0.00005838034,0.1976953,0.3659115,0.1962668,0.08487599],"study_design_scores_gemma":[0.004673422,0.008815209,0.3131038,0.0000333462,0.0001222584,0.0009249939,0.00007896966,0.001864097,0.1177792,0.2973389,0.2529864,0.002279406],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973335,0.0001507122,0.00009865034,0.005275665,0.003205109,0.0004224561,0.000006767958,0.0001679,0.01733769],"genre_scores_gemma":[0.9842264,0.003028089,0.00008826654,0.01163448,0.0002872606,0.00006079133,0.000001173836,0.00003817988,0.0006353729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1782005,"threshold_uncertainty_score":0.6940674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04799955390240664,"score_gpt":0.3016939424487872,"score_spread":0.2536943885463805,"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."}}