{"id":"W3187991163","doi":"10.1159/000516972","title":"Bilateral Parietal Skull Fractures in Infants Attributable to Accidental Falls","year":2021,"lang":"en","type":"article","venue":"Pediatric Neurosurgery","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Medicine; Accidental; Skeletal survey; Skull; Head trauma; Presentation (obstetrics); Poison control; Surgery; Head injury; Child abuse; Accidental fall; Neuroradiology; Skull fracture; Injury prevention; Pediatrics; Neurology; Medical emergency; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001449748,0.000227963,0.0004862721,0.0003698877,0.00006684765,0.00006092075,0.0000826323,0.0001774945,0.0004553598],"category_scores_gemma":[0.0003285131,0.0002007675,0.0001998919,0.001134194,0.00001623203,0.000143615,0.0001180999,0.0005550565,0.000266842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004422635,"about_ca_system_score_gemma":0.0002123253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005562175,"about_ca_topic_score_gemma":0.00002533483,"domain_scores_codex":[0.9980491,0.00005940081,0.0004987609,0.0005001632,0.0003610238,0.0005315322],"domain_scores_gemma":[0.9989788,0.0002282048,0.00007342923,0.0003410358,0.00006642054,0.0003121021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001526422,0.000337894,0.980399,0.00004205433,0.00002277781,0.005098504,0.0001768033,0.0001009505,0.002305363,0.000004065204,0.01010868,0.001251257],"study_design_scores_gemma":[0.001159994,0.0000639182,0.984022,0.00003995852,0.00009746593,0.0006092141,0.00002622304,0.00001542228,0.005868415,0.00002482436,0.007826916,0.0002456765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949612,0.001237822,0.000004839247,0.001219228,0.001390571,0.0002377336,0.00001882222,0.00008871526,0.0008410871],"genre_scores_gemma":[0.9936863,0.0009425921,0.00004876969,0.003378162,0.001012479,0.00001136334,0.00007373656,0.00004028956,0.0008062768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00448929,"threshold_uncertainty_score":0.8187063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177898366475107,"score_gpt":0.2708875138952802,"score_spread":0.2591085302305291,"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."}}