{"id":"W4251583086","doi":"10.1002/cl2.56","title":"PROTOCOL: Cognitive‐behavioural therapy for parents who have physically abused their children","year":2009,"lang":"en","type":"article","venue":"Campbell Systematic Reviews","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Child abuse; Physical abuse; Psychology; Neglect; Psychiatry; Clinical psychology; Aggression; Poison control; Medicine; Injury prevention; Medical emergency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00107882,0.0005431582,0.001841548,0.00008046623,0.0001700415,0.00009820624,0.0004872967,0.0001565046,0.000228722],"category_scores_gemma":[0.0001288615,0.0003275044,0.0007469317,0.0001747009,0.00005205689,0.0001177677,0.00001590234,0.000205417,0.0007881628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003934464,"about_ca_system_score_gemma":0.00002317129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001133153,"about_ca_topic_score_gemma":0.000004854741,"domain_scores_codex":[0.9961963,0.0008978537,0.001483219,0.0006416237,0.0002402564,0.0005406949],"domain_scores_gemma":[0.997484,0.0003232721,0.0009680586,0.00091699,0.0001465937,0.000161062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002609931,0.01512792,0.09078722,0.09050729,0.004348381,0.00005727502,0.076873,0.000001466487,0.001362902,0.01059449,0.078452,0.6292781],"study_design_scores_gemma":[0.06845392,0.008632488,0.5974147,0.2047892,0.002395486,0.0005889859,0.004881533,0.0002009661,0.003429203,0.005529674,0.09679445,0.006889352],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.1669009,0.007319821,0.0009999926,0.000126109,0.000278453,0.8162785,0.0000847684,0.0002026941,0.007808802],"genre_scores_gemma":[0.5800053,0.0002094055,0.00009517313,0.001341923,0.0005125389,0.4159794,0.00009229741,0.00008281616,0.001681137],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.6223888,"threshold_uncertainty_score":0.9999899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1105525021543173,"score_gpt":0.3809740985268171,"score_spread":0.2704215963724999,"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."}}