{"id":"W3092277008","doi":"10.1016/j.yamp.2020.07.017","title":"Precision Therapies in Neurodevelopmental Disorders","year":2020,"lang":"en","type":"article","venue":"Advances in Molecular Pathology","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Toronto; Toronto Western Hospital; Hospital for Sick Children; SickKids Foundation","funders":"Al Jalila Foundation","keywords":"Computer science; Medicine","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":[0.000124727,0.0001532857,0.0001960105,0.0001674019,0.00003939659,0.0000151677,0.0004401606,0.00006305672,0.00006239289],"category_scores_gemma":[0.0005198641,0.0001549798,0.00003537702,0.000729815,0.0002042169,0.0002577415,0.0002322038,0.0003612692,0.00007031039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003230182,"about_ca_system_score_gemma":0.00003333757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003789003,"about_ca_topic_score_gemma":0.00009059769,"domain_scores_codex":[0.9979683,0.0004233762,0.0002546361,0.0006565094,0.0002546705,0.0004424905],"domain_scores_gemma":[0.9995648,0.0001350982,0.0000468523,0.0001910669,0.000002440358,0.000059713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002354078,0.0002813732,0.04832636,0.00003656947,0.000001573056,0.003168589,0.004590428,0.002606169,0.7871145,0.03158968,0.000009306052,0.12204],"study_design_scores_gemma":[0.007224128,0.001749298,0.1376261,0.00008529156,0.000005280532,0.0002295132,0.0008953248,0.005872952,0.5070543,0.2982769,0.03924517,0.001735654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756159,0.002373389,0.007345682,0.01003524,0.0001244752,0.0004530879,0.000003651313,0.00006410791,0.003984506],"genre_scores_gemma":[0.993862,0.002622183,0.001297973,0.002113249,0.000005800718,0.00005970401,0.000001687552,0.00002601657,0.00001142534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2800601,"threshold_uncertainty_score":0.6319894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432038635182692,"score_gpt":0.3010868792538127,"score_spread":0.2867664929019858,"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."}}