{"id":"W3011553104","doi":"10.1111/cfs.12755","title":"Factors associated with the decision to investigate child protective services referrals: A systematic review","year":2020,"lang":"en","type":"review","venue":"Child & Family Social Work","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Variety (cybernetics); Psychology; Systematic review; Quality (philosophy); Applied psychology; Medicine; MEDLINE; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008619753,0.001320617,0.00549948,0.0001723283,0.001414378,0.0001943309,0.001628082,0.0007152095,0.0001140143],"category_scores_gemma":[0.000307095,0.0007096719,0.001268111,0.004109987,0.0001606827,0.00008968949,0.0002612411,0.002145117,0.0009043792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003125737,"about_ca_system_score_gemma":0.0001375671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000380496,"about_ca_topic_score_gemma":0.0001002771,"domain_scores_codex":[0.993729,0.001969876,0.001423717,0.001283148,0.0008151046,0.0007791368],"domain_scores_gemma":[0.9960026,0.0008511872,0.001609118,0.001041571,0.0001556537,0.0003399336],"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":[0.00009344672,0.0004201778,0.00002247359,0.752462,0.01147576,0.0001276146,0.03040385,4.200263e-7,1.427658e-8,0.001379817,0.03128556,0.1723289],"study_design_scores_gemma":[0.0002518223,0.00008922965,0.001297782,0.6257874,0.005024286,0.000007739388,0.0006423907,1.786922e-8,2.00557e-8,0.00004984956,0.366154,0.0006954997],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001162882,0.9772525,0.000009443847,0.002039838,0.0005061065,0.0130005,0.000169346,0.000323136,0.006582786],"genre_scores_gemma":[0.0006256163,0.9842333,0.000007790213,0.01089094,0.0008203905,0.002578754,0.000275533,0.0003208694,0.0002467846],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3348684,"threshold_uncertainty_score":0.9999545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1033625881180043,"score_gpt":0.34579141875112,"score_spread":0.2424288306331157,"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."}}