{"id":"W4406511815","doi":"10.1016/j.yoph.2015.04.049","title":"10.1016/j.yoph.2015.04.049","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Resection","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":[0.0003567089,0.0007320791,0.0003931744,0.0008223836,0.0006940422,0.001635872,0.0005313873,0.002184303,0.8047526],"category_scores_gemma":[0.0009645559,0.0002833868,0.0003685928,0.000355415,0.0006580957,0.001658096,0.000827361,0.001389275,0.5778527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006084997,"about_ca_system_score_gemma":0.001099273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001685196,"about_ca_topic_score_gemma":0.002104403,"domain_scores_codex":[0.9998375,0.00001604542,0.00001240471,0.00004135507,0.00004772312,0.00004493196],"domain_scores_gemma":[0.999406,0.00008540923,0.00008646274,0.00002489987,0.0001310519,0.0002661587],"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":[0.000433493,0.0003826606,0.008485742,0.0006271065,0.00004917624,0.001389402,0.0001472718,0.0001308886,0.001064619,0.005441199,0.2982731,0.6835753],"study_design_scores_gemma":[0.000117388,0.0002288135,0.01224635,0.001856692,0.00004883591,0.01298415,0.0004942996,0.0002264721,0.0005661482,0.006405478,0.9647931,0.00003217561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009542724,0.02757743,0.00189073,0.01512312,0.003873663,0.00009964845,0.001733162,0.0008884009,0.939271],"genre_scores_gemma":[0.04054504,0.01528598,0.002128283,0.004775696,0.002475635,0.00009924699,0.001282882,0.0002121566,0.9331952],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1952474,"threshold_uncertainty_score":0.2784967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005419941429057115,"score_gpt":0.1993817119177276,"score_spread":0.1939617704886705,"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."}}