{"id":"W4406536293","doi":"10.1016/s1241-8234(06)17644-0","title":"10.1016/s1241-8234(06)17644-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":2,"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":[0.00009527488,0.0001390349,0.0002083091,0.0001098213,0.00005129613,0.0000289521,0.0001150926,0.00005241142,0.9983356],"category_scores_gemma":[0.00003374977,0.0001270301,0.00008209798,0.0002322426,0.0000247674,0.00007480531,0.00003390838,0.0000889507,0.9979231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003081,"about_ca_system_score_gemma":0.00001479022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002310703,"about_ca_topic_score_gemma":2.273316e-7,"domain_scores_codex":[0.9990967,0.00001584195,0.000162076,0.0002383231,0.0002162475,0.0002708392],"domain_scores_gemma":[0.9993858,0.00004236298,0.00001818425,0.0003322858,0.00002881643,0.0001925852],"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":[0.0001014623,0.0001115432,0.000005986063,0.00001301689,0.00003097754,0.00002294667,0.00001118548,0.000004475928,0.00001181879,0.000002867604,0.6029164,0.3967674],"study_design_scores_gemma":[0.0008118645,0.000271066,0.001541104,0.00004515761,0.0001019575,0.000005942819,0.00000184937,0.00003964308,0.00009258557,0.000007945991,0.9969341,0.0001467879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003312673,0.00009160821,4.425907e-7,0.001855832,0.000001445531,0.0003442929,0.000005305823,0.000223845,0.9941645],"genre_scores_gemma":[0.001567619,0.000001230826,0.0001575492,0.0002908894,0.0002297258,0.00003884666,0.0000347954,0.00002792561,0.9976514],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3966206,"threshold_uncertainty_score":0.5180138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00924601676254504,"score_gpt":0.1943191470802433,"score_spread":0.1850731303176983,"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."}}