{"id":"W2972933793","doi":"10.1002/cl2.1039","title":"PROTOCOL: Evidence and gap map protocol: Institutional responses to child maltreatment","year":2019,"lang":"en","type":"article","venue":"Campbell Systematic Reviews","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neglect; Abandonment (legal); Physical abuse; Psychological abuse; Sexual abuse; Psychology; Child abuse; Child neglect; Psychiatry; Clinical psychology; Poison control; Injury prevention; Medicine; Medical emergency; Political science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002226263,0.0003839428,0.001160904,0.0001397606,0.000157347,0.00009212112,0.0003246112,0.0001089372,0.001900249],"category_scores_gemma":[0.000436897,0.0002415333,0.0001944236,0.0002493023,0.00005371107,0.0001680517,0.00009290681,0.0001629655,0.01863877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001112895,"about_ca_system_score_gemma":0.00006235296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002378249,"about_ca_topic_score_gemma":0.00001103519,"domain_scores_codex":[0.9959798,0.001299462,0.001337099,0.0006839627,0.0003345479,0.0003651363],"domain_scores_gemma":[0.9975376,0.0004217894,0.000527104,0.001224242,0.0000691297,0.0002201045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001743427,0.001668448,0.03049744,0.8484611,0.0006154102,0.0002021566,0.008950192,0.00000587059,0.0002238917,0.05973764,0.04014827,0.007746196],"study_design_scores_gemma":[0.002428347,0.0008228982,0.009593239,0.1274998,0.0001251219,0.000553253,0.0001674521,0.000006508236,0.00006087336,0.0001524429,0.8580072,0.00058281],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002890112,0.001760061,0.0000954038,0.0004123707,0.000270237,0.9773351,0.000005733176,0.00006673591,0.01716427],"genre_scores_gemma":[0.006343552,0.00001801641,0.0005164848,0.0006717485,0.0001443286,0.9840241,0.000001992765,0.00002881649,0.008250928],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.8178589,"threshold_uncertainty_score":0.9990122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1364190043468698,"score_gpt":0.4053942015554418,"score_spread":0.268975197208572,"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."}}