{"id":"W7038536098","doi":"","title":"INJURY RISK TO THE UPPER EXTREMITY RESULTING FROM BEHIND SHIELD BLUNT TRAUMA","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Homicide, Infanticide, and Child Abuse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Projectile; Shields; Shield; Stiffness; Face shield; Fracture (geology); Poison control; Deformation (meteorology); Instrumentation (computer programming)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003251623,0.0003862388,0.0003853629,0.001035206,0.0004929472,0.0004170736,0.0002033892,0.0004005742,0.004057882],"category_scores_gemma":[0.001040335,0.0002133541,0.0003460574,0.0004797708,0.0003639593,0.0001799328,0.0007621395,0.0002124589,0.0006765227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002240356,"about_ca_system_score_gemma":0.0002381583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001495648,"about_ca_topic_score_gemma":0.002508315,"domain_scores_codex":[0.9996771,0.00007097876,0.00002693556,0.00005427131,0.0001056895,0.00006501405],"domain_scores_gemma":[0.9995465,0.00009673384,0.0001771599,0.00004803171,0.00007220997,0.00005935527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001660118,0.0003176254,0.8837137,0.0001537636,0.0000867428,0.006283342,0.0007059342,0.00130473,0.05180689,0.00024858,0.0005035152,0.05321506],"study_design_scores_gemma":[0.000008744181,0.004941646,0.973106,0.00005810869,0.00004798799,0.01189815,0.0008098152,0.0007851866,0.007287486,0.0002483832,0.0007908907,0.00001764895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985384,0.00009695013,0.0006136525,0.00001024241,0.000003074444,0.00002022568,0.00008467543,0.00001112764,0.0006216011],"genre_scores_gemma":[0.9987637,0.0001000703,0.0004744696,0.00001335576,0.000003607788,0.000006986614,0.0001126845,0.000002525075,0.0005225788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004057882,"threshold_uncertainty_score":0.01357496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603300228844068,"score_gpt":0.2506208705005789,"score_spread":0.2345878682121382,"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."}}