{"id":"W2126592023","doi":"10.1186/1741-7015-11-11","title":"Triple P-Positive Parenting programs: the folly of basing social policy on underpowered flawed studies","year":2013,"lang":"en","type":"letter","venue":"BMC Medicine","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Intervention (counseling); Clinical trial; Psychiatry; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1582601,0.001343814,0.003237632,0.003486173,0.003226754,0.006028502,0.004411565,0.02470335,0.004016179],"category_scores_gemma":[0.4893989,0.001208173,0.003175937,0.002879625,0.01101598,0.01413463,0.004747423,0.03355531,0.002757647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006689802,"about_ca_system_score_gemma":0.01139887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003308334,"about_ca_topic_score_gemma":0.005789486,"domain_scores_codex":[0.8535378,0.0937944,0.01965376,0.006329692,0.02489634,0.001788],"domain_scores_gemma":[0.3116725,0.6177492,0.01782227,0.01176607,0.03614871,0.004841283],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006214395,0.00008746448,0.002482681,0.00619668,0.000629656,0.001401078,0.001184263,0.0002972345,0.0005307139,0.01786957,0.8162826,0.1524166],"study_design_scores_gemma":[0.001686067,0.0006645233,0.004571874,0.02853294,0.001568476,0.004503636,0.00227865,0.002200621,0.002023886,0.1724424,0.7790973,0.0004297029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004833327,0.009361532,0.001665406,0.9755856,0.01186774,0.00005797305,0.00006534671,0.0000466307,0.000866405],"genre_scores_gemma":[0.01115047,0.009145834,0.005767823,0.9462407,0.0266226,0.0003276372,0.00004364555,0.0000674724,0.000633938],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.84174,"threshold_uncertainty_score":0.8369692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1089081835341547,"score_gpt":0.3696625033341414,"score_spread":0.2607543197999867,"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."}}