{"id":"W4244783515","doi":"10.1136/emj.17.3.216","title":"Journal scan","year":2000,"lang":"en","type":"article","venue":"Emergency Medicine Journal","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000798917,0.0002903212,0.0005639725,0.0002811136,0.0006428447,0.000008916662,0.0002115059,0.00008956994,0.5681796],"category_scores_gemma":[0.0002523393,0.0001906499,0.0003436692,0.000475855,0.0001482686,0.0001913385,0.0000158898,0.001089207,0.0003783025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001119088,"about_ca_system_score_gemma":0.0001753378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003521228,"about_ca_topic_score_gemma":0.00001426675,"domain_scores_codex":[0.9969955,0.00008538797,0.00116139,0.0002144998,0.0009340473,0.000609184],"domain_scores_gemma":[0.998288,0.00001709715,0.0002050629,0.0002476253,0.0004738673,0.0007682891],"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":[0.000172991,0.00009978492,0.01709018,0.00002618789,0.0002683718,0.00006467535,0.001501592,0.000007468927,0.0007810244,0.00002796789,0.9188247,0.06113507],"study_design_scores_gemma":[0.001980199,0.001008829,0.1452715,0.0002412142,0.0003290214,0.01026952,0.001034112,0.00001205201,0.00003839851,0.0007665986,0.8388503,0.0001982826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.33784,0.01329218,0.0001205187,0.01112697,0.007321358,0.0001168322,0.000001428647,0.00005708295,0.6301236],"genre_scores_gemma":[0.5116578,0.05682256,0.0002660752,0.0002644241,0.0202246,0.000005884444,0.000006390211,0.00007356802,0.4106787],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5678013,"threshold_uncertainty_score":0.7774476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03919674281849899,"score_gpt":0.346374696302481,"score_spread":0.307177953483982,"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."}}