{"id":"W2257515385","doi":"10.17712/nsj.2015.3.20150088","title":"Ten self-inflicted intracranial penetrating nail gun injuries","year":2015,"lang":"en","type":"article","venue":"Neurosciences","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Calgary; University of Ottawa","funders":"","keywords":"Medicine; Nail (fastener); Surgery; Poison control; Medical emergency","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":[0.0003354014,0.0001493688,0.0002262518,0.0001061158,0.0001933553,0.0001332483,0.0001969303,0.00006196832,0.00004262231],"category_scores_gemma":[0.0005348922,0.0001096013,0.00006304974,0.0004130433,0.0003586089,0.0003028933,0.00005249905,0.000168767,0.00004802231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002392114,"about_ca_system_score_gemma":0.000247641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003156444,"about_ca_topic_score_gemma":0.000009603036,"domain_scores_codex":[0.9984368,0.00004630758,0.0002811502,0.0003022109,0.0006255141,0.0003080235],"domain_scores_gemma":[0.999272,0.00004880822,0.00008246885,0.0002326633,0.0001097305,0.0002542896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007488201,0.001873926,0.789775,0.000433089,0.0001230238,0.0006989492,0.02576796,0.00003714929,0.09527597,0.0165355,0.01824122,0.05048939],"study_design_scores_gemma":[0.005024635,0.006941529,0.8797907,0.0001966093,0.0003379119,0.001048992,0.006446925,0.00876922,0.0276197,0.003979961,0.05871576,0.00112812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735568,0.00006887546,0.00005887109,0.0008369316,0.0008502862,0.0002152935,0.000005347414,0.0002865391,0.0241211],"genre_scores_gemma":[0.9946195,0.000009581494,0.003859227,0.000729004,0.0002583809,0.0000100893,0.000003699757,0.00001269958,0.0004977733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09001563,"threshold_uncertainty_score":0.4469413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03159480388679533,"score_gpt":0.2931363179255128,"score_spread":0.2615415140387175,"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."}}