{"id":"W1978195388","doi":"10.1001/jamapsychiatry.2013.3303","title":"Certainly Not the First Neuroimaging Treatment Selection Biomarker","year":2014,"lang":"en","type":"letter","venue":"JAMA Psychiatry","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Otorhinolaryngology; Neurology; Family medicine; Psychiatry; MEDLINE","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":[0.003124704,0.0004844718,0.001139549,0.0007976716,0.001776743,0.002273518,0.001015376,0.006115331,0.01662587],"category_scores_gemma":[0.02436205,0.00035053,0.0007892438,0.0005201681,0.001172148,0.00432186,0.0007746019,0.008215767,0.007913129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001945951,"about_ca_system_score_gemma":0.002467222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002731193,"about_ca_topic_score_gemma":0.005315197,"domain_scores_codex":[0.998431,0.0005449698,0.0002223238,0.0001932375,0.0003652443,0.0002431648],"domain_scores_gemma":[0.9912951,0.003956584,0.0005997291,0.0005538652,0.002334038,0.001260658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002040312,0.0001371615,0.00954604,0.0002046318,0.00007384856,0.004822614,0.0001673298,0.000198867,0.0008379163,0.007833173,0.8180469,0.1579275],"study_design_scores_gemma":[0.000369116,0.0004238609,0.01536777,0.003561154,0.0002953666,0.04030893,0.00148376,0.001848154,0.003816,0.1057588,0.8266113,0.0001558812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005654866,0.007390058,0.004392923,0.9322989,0.01503521,0.00006475964,0.0004380129,0.0002314313,0.03449388],"genre_scores_gemma":[0.1657273,0.01299834,0.01877137,0.6783369,0.07680465,0.0003211803,0.0008629687,0.0003709441,0.04580643],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01662587,"threshold_uncertainty_score":0.05561912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04423968320107288,"score_gpt":0.2999838839441338,"score_spread":0.2557442007430609,"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."}}