{"id":"W4406451872","doi":"10.1016/s1166-4568(19)30064-6","title":"10.1016/s1166-4568(19)30064-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Vascular anomalies and interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","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":[0.00009293536,0.000106206,0.000184632,0.00006667678,0.00006860016,0.00002058087,0.00008717636,0.00005226889,0.9991795],"category_scores_gemma":[0.00003301938,0.00009441155,0.0002481988,0.0001398741,0.0000268233,0.00004666437,0.00002567579,0.00009378518,0.9943659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003386749,"about_ca_system_score_gemma":0.00002459051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004613507,"about_ca_topic_score_gemma":3.968224e-7,"domain_scores_codex":[0.9992638,0.00002066343,0.0001773487,0.000176833,0.0001526405,0.0002086879],"domain_scores_gemma":[0.9994029,0.00001080714,0.00001638674,0.0003215496,0.00004344166,0.0002048839],"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":[0.00007871367,0.0001262262,0.00000105643,0.00001919937,0.00007269943,0.00001599037,0.00001570812,0.00001451239,0.00003839176,0.000003140952,0.6848127,0.3148017],"study_design_scores_gemma":[0.0005308737,0.0004108706,0.0003461128,0.00006082135,0.00008190827,0.00007032485,0.000002605966,0.0001192769,0.00006584656,0.000004951705,0.9981983,0.0001080627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001288932,0.0002306817,0.000004607043,0.001203377,0.000001840029,0.000206193,0.00001195518,0.0001107737,0.9969416],"genre_scores_gemma":[0.0004867642,8.993663e-7,0.0001497789,0.0001729602,0.0001642601,0.00001977923,0.00004019264,0.00002333064,0.998942],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3146936,"threshold_uncertainty_score":0.3849991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008009909060145391,"score_gpt":0.206674829211389,"score_spread":0.1986649201512437,"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."}}