{"id":"W2038394912","doi":"10.1136/bmj.326.7383.239/a","title":"Shaken baby syndrome requires a national prevention strategy","year":2003,"lang":"en","type":"article","venue":"BMJ","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shaken baby syndrome; Computer science; Medicine; Medical emergency; Suicide prevention; Poison control; Child abuse","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":[],"consensus_categories":[],"category_scores_codex":[0.0001829081,0.00006691153,0.0001056253,0.00005508451,0.00004132772,0.000009820885,0.00002601964,0.00008520633,0.0008268548],"category_scores_gemma":[0.00007329239,0.00005363473,0.0000679715,0.0001092296,0.00002030081,0.00005971335,0.000004602119,0.000115686,0.0002207016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003225085,"about_ca_system_score_gemma":0.0001439524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004443098,"about_ca_topic_score_gemma":0.000004252613,"domain_scores_codex":[0.9993169,0.00002861546,0.0001750546,0.0001299987,0.000235416,0.0001139919],"domain_scores_gemma":[0.9997277,0.00001656525,0.00004145408,0.0001015447,0.00005487949,0.0000578568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006876297,0.004176716,0.02713837,0.000683652,0.002748804,0.003392284,0.001725902,0.0007840595,0.01138223,0.2936259,0.6142234,0.03943102],"study_design_scores_gemma":[0.01559626,0.002391839,0.6211177,0.001692315,0.0006033535,0.01826837,0.0006594542,0.0007024903,0.004786343,0.0547388,0.2784402,0.001002956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7517369,0.0004704636,0.00003995155,0.00143572,0.0001067335,0.0003725058,0.000002713345,0.00006148098,0.2457736],"genre_scores_gemma":[0.9864064,0.00003321228,0.0002946131,0.000208532,0.00009761412,0.00001291717,0.00003955312,0.0000102533,0.01289684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5939793,"threshold_uncertainty_score":0.905348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04211772873618063,"score_gpt":0.334674222035277,"score_spread":0.2925564932990963,"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."}}