{"id":"W2111021882","doi":"10.1136/emermed-2012-201887","title":"Applicability of the CATCH, CHALICE and PECARN paediatric head injury clinical decision rules: pilot data from a single Australian centre","year":2012,"lang":"en","type":"article","venue":"Emergency Medicine Journal","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"State Government of Victoria","keywords":"Medicine; Head injury; Head (geology); Medical emergency; Emergency medicine; Surgery","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":[],"category_scores_codex":[0.00264205,0.0002336415,0.0006452339,0.00007325431,0.000167931,0.000005092912,0.0005276655,0.000112406,0.004732486],"category_scores_gemma":[0.002043303,0.0001330139,0.0001822616,0.0003287419,0.0003476334,0.0002152321,0.0002231169,0.000764924,0.00001643192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000315909,"about_ca_system_score_gemma":0.00008122484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001462265,"about_ca_topic_score_gemma":0.00005672692,"domain_scores_codex":[0.9965647,0.0004082625,0.001471984,0.0003843071,0.0007927936,0.0003779834],"domain_scores_gemma":[0.9971451,0.0004245742,0.0005544461,0.001212581,0.0001378037,0.0005255553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005541838,0.001404108,0.741415,0.0001423446,0.0002218224,0.000001208958,0.001214161,1.751059e-7,0.001945068,0.00002563961,0.2302221,0.02285418],"study_design_scores_gemma":[0.001852778,0.0007401407,0.9001379,0.0003461096,0.000712119,0.0001123814,0.0008223633,0.00002133611,0.000171224,0.0004013319,0.09454059,0.0001417228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829713,0.007083409,0.0001976264,0.004387273,0.003761162,0.0003757841,0.00008780639,0.00001936415,0.001116326],"genre_scores_gemma":[0.9919208,0.002232449,0.0004883601,0.0001064951,0.004437225,0.000002790149,0.00003444911,0.00002308519,0.0007543266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1587229,"threshold_uncertainty_score":0.9961773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1674839733294079,"score_gpt":0.4026977530172498,"score_spread":0.2352137796878419,"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."}}