{"id":"W4407387351","doi":"10.1093/ijnp/pyae059.447","title":"UNVEILING MISSED OPPORTUNITIES: EXPLORING THE INTERPLAY OF CLINICAL OBSERVATIONS AND PHARMACOGENOMIC INSIGHTS IN A NON- VERBAL, NEURODEVELOPMENTALLY COMPLEX AUTISTIC ADULT","year":2025,"lang":"en","type":"article","venue":"The International Journal of Neuropsychopharmacology","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Pharmacogenomics; Psychology; Cognitive psychology; Data science; Clinical psychology; Medicine; Computer science; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003019014,0.0002684365,0.0002802313,0.0008031073,0.0009239409,0.0008382876,0.000442846,0.0008638947,0.001036547],"category_scores_gemma":[0.002011872,0.0001607474,0.0001729857,0.0004995922,0.0006269651,0.0008809877,0.0008097324,0.001117537,0.0001596397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006113756,"about_ca_system_score_gemma":0.0006419576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003243088,"about_ca_topic_score_gemma":0.007376805,"domain_scores_codex":[0.9996639,0.00007307505,0.00004138197,0.00008946139,0.00006511379,0.00006713498],"domain_scores_gemma":[0.9992842,0.0002549983,0.0001833131,0.00002247417,0.00009054249,0.0001644637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.000155916,0.0002437022,0.5855742,0.0001776209,0.00003725964,0.3708696,0.01014537,0.0003598766,0.0056938,0.0005104298,0.002757517,0.02347462],"study_design_scores_gemma":[0.0000152679,0.0004429468,0.4378907,0.0003004078,0.00008590773,0.5224535,0.02506614,0.002198097,0.002132328,0.002030242,0.007307023,0.00007740633],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994256,0.001178566,0.0007750464,0.001917105,0.00002849128,0.00002703764,0.0001517116,0.0000206558,0.001645448],"genre_scores_gemma":[0.9966829,0.0006623124,0.001584124,0.0006120924,0.00005408746,0.0000104276,0.00008737039,0.000008967938,0.0002978066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003243088,"threshold_uncertainty_score":0.006448448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.225067103880731,"score_gpt":0.4346949114693976,"score_spread":0.2096278075886666,"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."}}