{"id":"W4406426210","doi":"10.1016/s1241-8234(98)24743-2","title":"10.1016/s1241-8234(98)24743-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Trauma Management and Diagnosis","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":[0.00009046034,0.0001331816,0.0002058052,0.0001046321,0.0000468535,0.00002819533,0.000110933,0.00005291568,0.998895],"category_scores_gemma":[0.00003127631,0.0001219567,0.00007951714,0.0002242099,0.00002392962,0.00007588704,0.00003123042,0.00008683401,0.9975329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003086391,"about_ca_system_score_gemma":0.00001494702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003882454,"about_ca_topic_score_gemma":3.361193e-7,"domain_scores_codex":[0.9991291,0.00001477198,0.0001559413,0.0002295246,0.0002079089,0.0002627509],"domain_scores_gemma":[0.9993986,0.00003826331,0.00001745904,0.0003282737,0.00002795033,0.0001894771],"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":[0.0001102412,0.00009489978,0.000003582889,0.00001221479,0.00002769775,0.00002177432,0.000009862478,0.000005074536,0.00001206856,0.000002151576,0.5824884,0.4172121],"study_design_scores_gemma":[0.0007587773,0.0002821129,0.00207979,0.00004263004,0.00009977785,0.000005268916,0.000001676951,0.00003904371,0.00010836,0.000005987854,0.9964355,0.0001410898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003142844,0.00008161662,5.38118e-7,0.001854595,0.000001930819,0.0003224265,0.000004758616,0.0002160473,0.9943752],"genre_scores_gemma":[0.001437028,0.000001068736,0.0001608043,0.0003093026,0.0002300287,0.00003512138,0.00002802015,0.00002700743,0.9977716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.417071,"threshold_uncertainty_score":0.4973249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009105579324211951,"score_gpt":0.1935083660389872,"score_spread":0.1844027867147753,"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."}}