{"id":"W2962567233","doi":"10.1002/cl2.54","title":"PROTOCOL: Family group decision making for children at risk of abuse and neglect","year":2009,"lang":"en","type":"article","venue":"Campbell Systematic Reviews","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Science Foundation Ireland; Portland State University","keywords":"Neglect; Protocol (science); Psychology; Medicine; Psychiatry; Alternative medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03286334,0.001659327,0.002416756,0.002207578,0.003522893,0.002327303,0.003319675,0.004313424,0.4320028],"category_scores_gemma":[0.08398587,0.001491209,0.002260554,0.001531864,0.001250203,0.002983239,0.004533662,0.004840776,0.06526968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003077113,"about_ca_system_score_gemma":0.01717078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003151234,"about_ca_topic_score_gemma":0.004157499,"domain_scores_codex":[0.9833146,0.01112856,0.002255934,0.0008465721,0.001235269,0.001219042],"domain_scores_gemma":[0.956284,0.01670393,0.003356952,0.007233936,0.01303591,0.003385377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0377709,0.002934674,0.002166648,0.0121557,0.0002244362,0.0003386652,0.002612484,0.001073759,0.0004413326,0.007031877,0.5717555,0.3614942],"study_design_scores_gemma":[0.07925254,0.005776452,0.01110407,0.02050691,0.000335624,0.00022861,0.003612451,0.002772865,0.001983045,0.02131385,0.8528354,0.0002781935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004660435,0.0003291327,0.01098582,0.004218121,0.002266078,0.9111915,0.02889342,0.0009921209,0.03646325],"genre_scores_gemma":[0.003870727,0.0001854605,0.01312087,0.0008594482,0.0001205622,0.9731371,0.001899811,0.00006991984,0.006736173],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4320028,"threshold_uncertainty_score":0.8101791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0465127161388364,"score_gpt":0.3562426679327771,"score_spread":0.3097299517939407,"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."}}