{"id":"W4393383844","doi":"10.3171/2024.2.focus2445","title":"The military assignations of Thierry de Martel (1875–1940), French neurosurgery pioneer, during World War I","year":2024,"lang":"en","type":"article","venue":"Neurosurgical FOCUS","topic":"History of Medical Practice","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ste. Anne's Hospital","funders":"","keywords":"Infantry; Battle; Battlefield; World War II; Spanish Civil War; First world war; History; Medicine; Humanities; Art; Ancient history; Archaeology","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":[0.001085515,0.0002351814,0.0003850156,0.000265363,0.000356915,0.0000238096,0.0002202449,0.0001426295,0.0004922448],"category_scores_gemma":[0.004120196,0.0001692823,0.0003262651,0.0007753623,0.0005151727,0.0001755968,0.00007736017,0.001344546,0.0001531801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000148314,"about_ca_system_score_gemma":0.0003477258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008580826,"about_ca_topic_score_gemma":0.000038451,"domain_scores_codex":[0.9969807,0.0004428447,0.000669207,0.0004816084,0.0009172476,0.0005084156],"domain_scores_gemma":[0.9945754,0.004265629,0.00007856376,0.0005563254,0.00009261283,0.0004314953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002108234,0.003973881,0.01323197,0.00295264,0.0008482702,0.04069423,0.003114473,0.0004392024,0.2433746,0.01799723,0.553706,0.1175592],"study_design_scores_gemma":[0.000940775,0.000225061,0.06322493,0.0002904441,0.0002396853,0.001136144,0.00003968191,0.001551786,0.002303195,0.0007431112,0.9290583,0.0002468974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8946137,0.03107698,0.0003815714,0.03085955,0.004980357,0.0007352156,0.00003593991,0.0006958227,0.03662089],"genre_scores_gemma":[0.9877726,0.0007655418,0.0001511616,0.0004167692,0.000377271,0.00003913017,0.000003531727,0.00005905227,0.01041488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3753523,"threshold_uncertainty_score":0.690313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506610207578788,"score_gpt":0.2723011374126317,"score_spread":0.2572350353368438,"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."}}