{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001746279,0.0002941132,0.001409428,0.0001067852,0.0001326808,0.0000313601,0.0002605757,0.0001292711,0.00008152406],"category_scores_gemma":[0.0003525824,0.0001901948,0.0003477513,0.0002007428,0.0000337427,0.00006807499,0.00002492102,0.000111401,0.0001884919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000402749,"about_ca_system_score_gemma":0.000006391826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008168549,"about_ca_topic_score_gemma":0.00001371106,"domain_scores_codex":[0.9968345,0.0006498351,0.001582336,0.0004549212,0.0001898707,0.0002885634],"domain_scores_gemma":[0.9969853,0.0006980154,0.001280291,0.0009058935,0.00005187863,0.00007859508],"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":[0.001955161,0.002100411,0.04001822,0.3184539,0.001688324,0.00003186733,0.02960633,0.00001056421,0.001609317,0.01023064,0.08813605,0.5061592],"study_design_scores_gemma":[0.02112558,0.00433858,0.5674645,0.2712289,0.003410129,0.0009554786,0.0006369289,0.0002608634,0.0001556892,0.008366042,0.1193934,0.002663885],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.3776321,0.03165603,0.009484415,0.00001423872,0.0003009741,0.5772735,0.00003121784,0.00008045888,0.003527042],"genre_scores_gemma":[0.6666914,0.003118504,0.01262525,0.0009841699,0.0005809386,0.3148717,0.00002877656,0.0001442966,0.0009549633],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5274463,"threshold_uncertainty_score":0.7755919,"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."}}