{"id":"W4415257530","doi":"","title":"Shaken baby syndrome: a medical, scientific, and legal controversy","year":2025,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Child abuse; Poison control; Suicide prevention; Value (mathematics); Human factors and ergonomics; Medical law; Identification (biology); Injury prevention","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004319189,0.0004145763,0.0007308781,0.0003933256,0.0005114682,0.0005513489,0.0007629184,0.0007441006,0.000592658],"category_scores_gemma":[0.00234323,0.0003852275,0.0002995854,0.0004843126,0.0007767263,0.00011135,0.001495264,0.001615757,0.00004859008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219307,"about_ca_system_score_gemma":0.001329361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009339318,"about_ca_topic_score_gemma":0.000925797,"domain_scores_codex":[0.9952688,0.001563333,0.0006570714,0.001146597,0.0009177941,0.0004464499],"domain_scores_gemma":[0.9944599,0.001132699,0.0003101499,0.002075697,0.001499455,0.0005221529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006225637,0.01010078,0.022375,0.007749058,0.005894957,0.003046934,0.02662703,0.00005891217,0.004182995,0.5007953,0.09936109,0.3191854],"study_design_scores_gemma":[0.01885718,0.000008171238,0.0442159,0.07306542,0.002517693,0.003082026,0.0006353228,0.0373492,0.02242836,0.006658534,0.7882381,0.002944069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6849578,0.01112226,0.006797974,0.08634111,0.001373636,0.00170694,0.0002294118,0.0006337718,0.2068371],"genre_scores_gemma":[0.904752,0.002729353,0.005228254,0.0007487069,0.00004563533,0.00006244586,0.001021113,0.0000506067,0.08536191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.688877,"threshold_uncertainty_score":0.99986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009063893074595035,"score_gpt":0.2379793882150345,"score_spread":0.2289154951404395,"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."}}