{"id":"W1951736428","doi":"10.1002/14651858.cd002020.pub3","title":"Group-based parent training programmes for improving parental psychosocial health","year":2012,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"","field":"","cited_by":263,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Medical Research Council; University of Bristol; Queen's University Belfast","keywords":"Psychosocial; Medicine; PsycINFO; Anxiety; Randomized controlled trial; CINAHL; MEDLINE; Family medicine; Psychiatry; Clinical psychology; Psychological intervention","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.02599582,0.002312187,0.02417421,0.0007380567,0.0003856176,0.0001843384,0.002006372,0.0004521184,0.0001004341],"category_scores_gemma":[0.003701327,0.001619572,0.004838943,0.001258331,0.0002575088,0.0004884062,0.0002195944,0.0007172763,0.000898194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000990734,"about_ca_system_score_gemma":0.001446626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009377072,"about_ca_topic_score_gemma":0.0001105801,"domain_scores_codex":[0.9760457,0.006112451,0.01252057,0.001668388,0.001631438,0.002021468],"domain_scores_gemma":[0.9732923,0.002273693,0.01951586,0.00373942,0.0003210286,0.0008576933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000130111,0.0003924271,7.929664e-7,0.6611887,0.0002333001,0.000001934324,0.0002929807,3.202629e-8,0.000001558478,0.0001859075,0.001592148,0.3360972],"study_design_scores_gemma":[0.0007222866,0.0001813883,9.628842e-8,0.6171149,0.006042347,0.00006049433,0.000213168,0.00002625639,2.170938e-7,0.000002294812,0.3748007,0.0008359137],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.37822e-7,0.9151515,0.004677224,0.00001186183,0.001378029,0.06539997,0.01313641,0.0002178357,0.00002687707],"genre_scores_gemma":[0.00001353812,0.917418,0.01421026,0.00004739486,0.0009380065,0.03775446,0.02898549,0.0006148351,0.0000179862],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3732085,"threshold_uncertainty_score":0.9998797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2994718431604274,"score_gpt":0.4532012847153274,"score_spread":0.1537294415549,"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."}}