{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00549898,0.0002897564,0.0005624035,0.001561693,0.0005813631,0.0008421523,0.0004052569,0.0005281048,0.002228273],"category_scores_gemma":[0.03379336,0.0002070734,0.001063601,0.001020922,0.000656457,0.0005491069,0.0006098578,0.0008831868,0.0002169396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005855723,"about_ca_system_score_gemma":0.001135082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003819342,"about_ca_topic_score_gemma":0.005458879,"domain_scores_codex":[0.9930897,0.004809069,0.0005763795,0.0003817186,0.000928343,0.0002146819],"domain_scores_gemma":[0.9482059,0.04047474,0.006000802,0.00115543,0.003209441,0.0009537238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008598224,0.001284481,0.9644279,0.0002069479,0.0008342077,0.0003806678,0.0008062642,0.0003041082,0.001566896,0.0003660838,0.0004596291,0.02076464],"study_design_scores_gemma":[0.0003260235,0.00643462,0.9879921,0.0000424819,0.0006598722,0.0007256473,0.0007993166,0.0005678302,0.001066534,0.00009659863,0.001274538,0.0000143605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996367,0.0005964804,0.0003154232,0.0001056337,0.00001077233,0.0001310809,0.0003828832,0.000008034558,0.002082682],"genre_scores_gemma":[0.9987883,0.0001262836,0.0003611423,0.00005625582,0.00001028403,0.00006868578,0.0003371923,0.000004404754,0.0002475466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00549898,"threshold_uncertainty_score":0.0290817,"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."}}