{"id":"W4387223115","doi":"10.3171/2023.8.jns231781","title":"Assistance amidst air alerts and angst: Ukraine unbroken","year":2023,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"European and International Law Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001216526,0.0001410971,0.000259968,0.0004124162,0.008335857,0.003636007,0.0006598815,0.003361701,0.004425106],"category_scores_gemma":[0.003831642,0.0002125632,0.0002252795,0.0004451647,0.002476487,0.001781821,0.00420302,0.005085313,0.0008152906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003630211,"about_ca_system_score_gemma":0.01707328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1100894,"about_ca_topic_score_gemma":0.1541916,"domain_scores_codex":[0.9981897,0.0003636661,0.0000706514,0.00009721398,0.0002127995,0.00106592],"domain_scores_gemma":[0.9980375,0.0003585743,0.0004126662,0.00008932623,0.0003414692,0.0007603925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003604613,0.0003141285,0.22661,0.0003034186,0.0001319269,0.014089,0.3505228,0.0007446744,0.005260236,0.140569,0.1341168,0.1269775],"study_design_scores_gemma":[0.00002327312,0.0001975073,0.1583418,0.0007671245,0.00006904002,0.003846997,0.4192093,0.0006049426,0.001617562,0.009529949,0.4056855,0.0001070286],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8499423,0.001640038,0.0005492932,0.06443019,0.0009944304,0.00002717024,0.000134628,0.00005517287,0.08222675],"genre_scores_gemma":[0.9674228,0.0006379402,0.000123354,0.01310792,0.0000781054,0.000008090286,0.00002994058,0.00001992768,0.01857192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1100894,"threshold_uncertainty_score":0.2188973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03754528989440056,"score_gpt":0.3037569712802937,"score_spread":0.2662116813858931,"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."}}