{"id":"W3095339363","doi":"10.1007/s00702-020-02273-0","title":"A comparison of the self-report patterns of analog versus real-world malingerers of attention deficit hyperactivity disorder","year":2020,"lang":"en","type":"article","venue":"Journal of Neural Transmission","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Malingering; Psychology; Lie detection; Attention deficit hyperactivity disorder; Psychiatry; Clinical psychology; Neurology; Social psychology","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":[0.0004616745,0.0001743572,0.0002489827,0.001372524,0.0002612568,0.0005915479,0.0003128361,0.0003348489,0.002005905],"category_scores_gemma":[0.005445387,0.0001145808,0.0002149318,0.0005948886,0.0003295889,0.0005810133,0.0007403409,0.0002680437,0.0002916324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002039117,"about_ca_system_score_gemma":0.000135219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00202945,"about_ca_topic_score_gemma":0.002562894,"domain_scores_codex":[0.9994969,0.0001589054,0.00009239463,0.0000940313,0.0001031378,0.00005459841],"domain_scores_gemma":[0.9970008,0.001039581,0.001063265,0.0001671178,0.0003934251,0.0003358888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001852269,0.00005155542,0.9971308,0.000007604932,0.00002869174,0.00008135138,0.0002704608,0.00001863001,0.0005935869,0.0000191926,0.00003956036,0.001573412],"study_design_scores_gemma":[0.000003008089,0.0001088194,0.9988955,0.000001828292,0.000005372849,0.0002822806,0.0004893623,0.0000774725,0.00007421886,0.00001154299,0.00004845614,0.000001951295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999473,0.00003068283,0.00003317535,0.00001187543,0.000003591343,0.00000414035,0.0001002289,0.000001242378,0.0003420135],"genre_scores_gemma":[0.9996455,0.00002457404,0.00003721392,0.000007085569,0.000003380047,0.00000323551,0.0001740424,8.835435e-7,0.0001041054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00202945,"threshold_uncertainty_score":0.00671041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07784488862523968,"score_gpt":0.3694042224276872,"score_spread":0.2915593338024475,"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."}}