{"id":"W4406465300","doi":"10.1016/s0029-7437(07)70275-6","title":"10.1016/s0029-7437(07)70275-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Surgical site infection; Medicine; Surgery","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":[0.0001761495,0.0002002481,0.0003430596,0.0001229902,0.00004068098,0.00003566894,0.0001718245,0.00006127424,0.9981411],"category_scores_gemma":[0.0002007188,0.0001738049,0.00007870156,0.0002861228,0.00009651219,0.0001305676,0.00004120118,0.0002004895,0.9982957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006623018,"about_ca_system_score_gemma":0.00005733154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001466801,"about_ca_topic_score_gemma":3.838111e-8,"domain_scores_codex":[0.9986183,0.00001854557,0.000264493,0.0003135438,0.0003953981,0.0003897022],"domain_scores_gemma":[0.9989134,0.00005751785,0.00002908777,0.0005230149,0.00008512713,0.0003918702],"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":[0.0001280591,0.00009694525,0.000001133798,0.00001830198,0.00002564226,0.00005628282,0.00001594647,0.000004364243,0.0001042574,5.801431e-7,0.7182879,0.2812606],"study_design_scores_gemma":[0.000947086,0.0004710483,0.0001749866,0.0001665432,0.00007296661,0.0001712389,0.000002219647,0.0001494122,0.000200909,0.00001026524,0.9974548,0.0001785728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001001394,0.0001229992,0.000002121189,0.002536384,8.042001e-7,0.0003309849,0.000008967868,0.0003620302,0.9956343],"genre_scores_gemma":[0.0003876158,4.203104e-7,0.0004577181,0.0006908739,0.0004079666,0.00001874739,0.00004522343,0.00005565586,0.9979358],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.281082,"threshold_uncertainty_score":0.7087558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00788032724121302,"score_gpt":0.2143592578591092,"score_spread":0.2064789306178962,"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."}}