{"id":"W3132553242","doi":"10.1007/s40614-020-00279-3","title":"Demonstrating an Analyses of Clinical Data Evaluating Psychotropic Medication Reductions and the ACHIEVE! Program in Adolescents with Severe Problem Behavior","year":2021,"lang":"en","type":"article","venue":"Perspectives on Behavior Science","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Intervention (counseling); Psychology; Psychological intervention; Clinical psychology; Correlation; Psychotropic medication; Nonparametric statistics; Developmental psychology; Psychiatry; Mental health; Statistics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001981576,0.0001834342,0.0003641114,0.0001057061,0.0004072343,0.00007856291,0.0006992001,0.0000895154,0.00005908791],"category_scores_gemma":[0.0002316845,0.0001102754,0.00005183874,0.001147403,0.003284168,0.0003199185,0.000168821,0.0005242925,0.000002929084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003524441,"about_ca_system_score_gemma":0.0001322109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003307528,"about_ca_topic_score_gemma":0.0002669122,"domain_scores_codex":[0.9966375,0.0006077914,0.0006059764,0.001214465,0.0005978013,0.0003365101],"domain_scores_gemma":[0.9981924,0.00008406535,0.0003213903,0.0009735718,0.0002990885,0.0001294706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002981356,0.005251897,0.7484526,0.000005997847,0.00001465534,0.00001837477,0.004109514,0.000002985545,0.001897877,0.001059635,0.000005469903,0.2388828],"study_design_scores_gemma":[0.001664858,0.001015351,0.9735413,0.0001105774,0.0002086394,0.00006639548,0.02307101,0.00006055682,0.00003466344,0.00007662563,0.000002642839,0.000147346],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967558,0.000612494,0.00003683536,0.0005078636,0.0001981333,0.0009753542,0.00001845756,0.00004511807,0.0008499725],"genre_scores_gemma":[0.9926305,0.00008112157,0.006728273,0.00003276971,0.00006116814,0.0004212315,0.000008118729,0.000009281248,0.00002747506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2387355,"threshold_uncertainty_score":0.9994283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4928340124056088,"score_gpt":0.5640907683380377,"score_spread":0.07125675593242897,"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."}}