{"id":"W2004147209","doi":"10.1136/bmj.d3063","title":"Has child protection become a form of madness? No","year":2011,"lang":"en","type":"letter","venue":"BMJ","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Child protection; Bureaucracy; Psychological intervention; Political science; Psychology; Sociology; Psychoanalysis; Law; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005754645,0.0006415093,0.001367755,0.000619854,0.006345499,0.003307548,0.00192324,0.05095447,0.0110254],"category_scores_gemma":[0.02824566,0.0006769483,0.001252325,0.0006520828,0.007250992,0.008331743,0.00271141,0.05472218,0.006807283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005958724,"about_ca_system_score_gemma":0.006506939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02234783,"about_ca_topic_score_gemma":0.03453267,"domain_scores_codex":[0.9963843,0.001277724,0.0003918838,0.000389793,0.0009763587,0.0005800052],"domain_scores_gemma":[0.9886924,0.005069107,0.0009719656,0.0004610716,0.001876365,0.002929108],"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":[0.00006415044,0.00006837093,0.001422904,0.0001723556,0.00003550015,0.00203125,0.0005248642,0.00003376035,0.0001507453,0.005124347,0.9686641,0.02170779],"study_design_scores_gemma":[0.00009473841,0.000116083,0.003198144,0.001317384,0.00004349324,0.004126095,0.003071,0.0001579631,0.0001252758,0.01041838,0.977245,0.00008632293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001805444,0.001344382,0.00001188404,0.9934613,0.004239733,0.000001430558,0.000007672784,0.000005057365,0.0007480017],"genre_scores_gemma":[0.001905651,0.001545163,0.000053951,0.9868975,0.007573165,0.000006957805,0.000007122492,0.000006089437,0.00200443],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05095447,"threshold_uncertainty_score":0.0444355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.068080705213276,"score_gpt":0.2986891664780872,"score_spread":0.2306084612648112,"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."}}