{"id":"W4306777492","doi":"10.1093/bjs/znac357","title":"Weitlaner retractor","year":2022,"lang":"de","type":"article","venue":"British journal of surgery","topic":"Historical, Literary, and Cultural Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; German; Emperor; Ancient history; Adventure; Classics; History; Art 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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008261414,0.0001905393,0.000681915,0.0001445315,0.001978076,0.000460552,0.0002373469,0.00004788125,0.01888791],"category_scores_gemma":[0.0001591915,0.0002001478,0.0006875797,0.0001098174,0.0001846304,0.0003651618,0.0001037448,0.000910017,0.00009057626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002314043,"about_ca_system_score_gemma":0.0001420153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003196382,"about_ca_topic_score_gemma":0.00003251442,"domain_scores_codex":[0.9973749,0.0002847838,0.001006785,0.0001758906,0.0007808777,0.0003767793],"domain_scores_gemma":[0.9983468,0.0003361902,0.0007249693,0.00009750418,0.0003255004,0.0001690531],"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":[0.00008440989,0.00032451,0.001188833,0.00005904041,0.0003569172,0.005081982,0.007534932,0.000002307796,0.000008026514,0.0003699979,0.946428,0.03856106],"study_design_scores_gemma":[0.0001973394,0.0001096181,0.002781449,0.0002143738,0.000142715,0.002082897,0.003931207,9.536254e-7,0.000001728309,0.0001430767,0.9901198,0.0002748469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3479482,0.5916496,0.000001423404,0.001706929,0.03576264,0.0001157535,0.0005771188,0.00003535007,0.02220301],"genre_scores_gemma":[0.8995835,0.02622927,0.00001452863,0.001024455,0.01462805,0.000008381932,0.00004346012,0.00005216313,0.05841624],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5654203,"threshold_uncertainty_score":0.9993212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04369557816491845,"score_gpt":0.2095648884928392,"score_spread":0.1658693103279207,"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."}}