{"id":"W4406636968","doi":"10.1016/b978-0-7295-4301-9.00040-6","title":"10.1016/b978-0-7295-4301-9.00040-6","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006990743,0.002050417,0.001099548,0.001536954,0.001013846,0.003375342,0.002174059,0.003190863,0.9686816],"category_scores_gemma":[0.001237218,0.0006551526,0.0007177469,0.0015683,0.0008646329,0.003616094,0.002421914,0.001936236,0.9831361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005960759,"about_ca_system_score_gemma":0.0006728836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002264657,"about_ca_topic_score_gemma":0.002484321,"domain_scores_codex":[0.9996418,0.00002175732,0.00002074105,0.000119552,0.000134535,0.00006160505],"domain_scores_gemma":[0.998769,0.0004089496,0.00007972377,0.0001471157,0.0002394709,0.000355744],"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":[0.0001170671,0.0001130134,0.0002948532,0.0003906242,0.00001394192,0.0001082815,0.00007184209,0.0002845029,0.002522492,0.006063885,0.3189199,0.6710996],"study_design_scores_gemma":[0.00001185932,0.00004141566,0.0004513517,0.0002145625,0.000006111041,0.0001850107,0.00005759055,0.00009518022,0.0002891752,0.0009990348,0.9976393,0.000009472777],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000166482,0.0005504806,0.0009900613,0.0002131133,0.0001679904,0.00003482587,0.000390599,0.0006846936,0.9968017],"genre_scores_gemma":[0.0004055282,0.0003278693,0.000419831,0.00008504935,0.00003480974,0.00002498377,0.0002871418,0.0001713569,0.9982433],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03131843,"threshold_uncertainty_score":0.04467183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017013953764465,"score_gpt":0.1934698476026364,"score_spread":0.1832997080649917,"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."}}