{"id":"W4240132896","doi":"10.2196/preprints.27900","title":"Effectiveness of an Internet-Based and Telephone-Assisted Training for Parents of 4-Year-Old Children With Disruptive Behavior: Implementation Research (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Randomized controlled trial; Intervention (counseling); CBCL; Parent training; Checklist; Child Behavior Checklist; Medicine; Clinical psychology; Psychology; Family medicine; Psychiatry","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":[0.004516419,0.000498073,0.0006068109,0.0007724366,0.0005746701,0.0006701819,0.0009918989,0.0008476243,0.004353256],"category_scores_gemma":[0.009179562,0.0003993771,0.001576398,0.0004968489,0.0004703592,0.0007022968,0.0007151295,0.0007775656,0.0002071427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001530398,"about_ca_system_score_gemma":0.003026662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009550343,"about_ca_topic_score_gemma":0.011169,"domain_scores_codex":[0.9971675,0.001673731,0.000335006,0.0002816039,0.0003302843,0.0002119836],"domain_scores_gemma":[0.9960626,0.002010701,0.0009237298,0.0001809759,0.0002170871,0.0006050282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.09941789,0.1950381,0.05306611,0.01062709,0.003067082,0.0003290088,0.003755618,0.002063483,0.003049145,0.0003693192,0.002185505,0.6270316],"study_design_scores_gemma":[0.1119487,0.4621094,0.401358,0.004377603,0.006275583,0.0002159861,0.002676858,0.002078639,0.004816624,0.000180654,0.003842387,0.0001196033],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967119,0.0008848927,0.0001389776,0.0001261758,0.00005395152,0.00121202,0.0001698266,0.00002229683,0.0006800391],"genre_scores_gemma":[0.9903978,0.002118299,0.002946268,0.0001854826,0.0001233439,0.003368267,0.0002858293,0.000008237472,0.0005663816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009550343,"threshold_uncertainty_score":0.02388543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08391255119261469,"score_gpt":0.4174257220915172,"score_spread":0.3335131708989025,"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."}}