{"id":"W3189696157","doi":"10.1111/nup.12368","title":"In search of scientific objectivity: Is there such a property for paediatric concussion?","year":2021,"lang":"en","type":"article","venue":"Nursing Philosophy","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Indspire; University of British Columbia; Canadian Nurses Foundation","keywords":"Concussion; Perspective (graphical); Objectivity (philosophy); Medicine; Nursing practice; Population; Psychology; Engineering ethics; Nursing; Poison control; Injury prevention; Epistemology; Medical emergency; Engineering; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008153043,0.0001328704,0.0003883046,0.0003974752,0.0001244012,0.00004401638,0.0001355869,0.0001222432,0.0002556008],"category_scores_gemma":[0.0003886159,0.00009202222,0.0001408353,0.001321017,0.0003930902,0.0001155492,0.00003799572,0.0003263962,0.00002604729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001891201,"about_ca_system_score_gemma":0.0008698791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001939098,"about_ca_topic_score_gemma":0.000003040768,"domain_scores_codex":[0.9979751,0.0001491701,0.0003211678,0.0004730097,0.0006813421,0.0004002081],"domain_scores_gemma":[0.9985166,0.0002743992,0.00005184364,0.0005341645,0.0004794709,0.0001435283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006164995,0.01443646,0.09672364,0.01085921,0.0004960715,0.0005970676,0.04000013,0.00001815503,0.3220488,0.02193858,0.0804513,0.4062656],"study_design_scores_gemma":[0.02363681,0.004014343,0.1229632,0.009778229,0.0003926909,0.0004726169,0.003573711,0.006895166,0.6149153,0.2003675,0.01176931,0.001221072],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9226899,0.00111831,0.0001375467,0.05418262,0.0005214022,0.001522675,0.0000694233,0.00004349951,0.01971465],"genre_scores_gemma":[0.9949429,0.000008772917,0.001670948,0.0002219888,0.0002725046,0.00004707922,0.00002019784,0.00003410505,0.002781522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4050446,"threshold_uncertainty_score":0.3752557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1146384096112427,"score_gpt":0.3810251811700605,"score_spread":0.2663867715588178,"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."}}