{"id":"W3028014671","doi":"10.1016/s1879-8527(23)42926-7","title":"10.1016/s1879-8527(23)42926-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009905459,0.0001459054,0.0002565359,0.00006919335,0.00006668569,0.0000182415,0.00009974424,0.00007304861,0.9981807],"category_scores_gemma":[0.00004437657,0.0001242305,0.00008763272,0.0001624492,0.00006229379,0.00007233266,0.00002060248,0.0001335499,0.9973539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003190895,"about_ca_system_score_gemma":0.00004009359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001324968,"about_ca_topic_score_gemma":6.995297e-8,"domain_scores_codex":[0.9991021,0.00001953276,0.0001908207,0.0002106292,0.0002056141,0.0002712883],"domain_scores_gemma":[0.9993713,0.00003476714,0.00002087095,0.0003000009,0.00004939338,0.0002236],"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":[0.0005846308,0.00007715263,6.27401e-7,0.00001921956,0.00002621786,0.00002602501,0.00003642861,0.000001735754,0.0001771786,0.000001940325,0.5510879,0.447961],"study_design_scores_gemma":[0.0005377727,0.0006494746,0.0002617478,0.00006049838,0.00006432138,0.00005126094,0.000004485757,0.00002922823,0.0009099302,0.00001013772,0.9972746,0.0001465119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006138638,0.0001197104,6.11525e-7,0.001078092,0.000001833009,0.0002212252,0.000009617041,0.0001322937,0.992298],"genre_scores_gemma":[0.001176647,6.687653e-7,0.0002821079,0.0001869202,0.0002721159,0.00001532992,0.00002151502,0.00002890733,0.9980158],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4478145,"threshold_uncertainty_score":0.5065972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008051774651746007,"score_gpt":0.2083844402342138,"score_spread":0.2003326655824678,"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."}}