{"id":"W4406558706","doi":"10.1016/s1959-5182(19)67563-x","title":"10.1016/s1959-5182(19)67563-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medical emergency; 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":[0.00007541532,0.0001271146,0.0002264286,0.00004473207,0.00005622432,0.00001823259,0.00008932243,0.00007273303,0.9990842],"category_scores_gemma":[0.00006638485,0.00009832664,0.0001163212,0.0001689323,0.00003305215,0.00003530449,0.00002270026,0.0001208169,0.992976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002583802,"about_ca_system_score_gemma":0.00002624048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002311429,"about_ca_topic_score_gemma":6.770104e-8,"domain_scores_codex":[0.999151,0.00002211067,0.0001504413,0.0002154584,0.0001965408,0.0002644702],"domain_scores_gemma":[0.9992834,0.00006773196,0.00001570804,0.000244468,0.00002981604,0.0003588914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003094085,0.00008880896,0.000001102718,0.00001053297,0.00002584144,0.00006935895,0.00001594593,0.000007595878,0.000133106,0.000001629349,0.4485761,0.5507606],"study_design_scores_gemma":[0.0005566589,0.0002620128,0.0004257562,0.00003503206,0.00003559426,0.00004956468,0.00000231794,0.00003094162,0.0001908226,0.000009075007,0.9982725,0.0001297272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004202756,0.0002805808,1.846555e-7,0.001870767,0.000001644841,0.0001856937,0.000008353602,0.0001226192,0.9933274],"genre_scores_gemma":[0.0007020584,0.000001345416,0.0000818163,0.000433278,0.0003835483,0.00001141278,0.00002108234,0.00002148268,0.998344],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5506309,"threshold_uncertainty_score":0.4009644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007264749290367607,"score_gpt":0.1988828674574408,"score_spread":0.1916181181670732,"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."}}