{"id":"W4406734403","doi":"10.1016/b978-1-4377-0407-5.00029-4","title":"10.1016/b978-1-4377-0407-5.00029-4","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Vascular anomalies and interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Anatomy; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001056265,0.0004036003,0.0006546204,0.0002600124,0.00008548419,0.00003859387,0.0002039292,0.0003574889,0.9995437],"category_scores_gemma":[0.0000229757,0.0003857643,0.0009386375,0.00004367342,0.00006813498,0.00004759297,0.00009595929,0.000415683,0.9975703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001034453,"about_ca_system_score_gemma":0.00007493639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000194576,"about_ca_topic_score_gemma":5.848204e-7,"domain_scores_codex":[0.9983907,0.00001315385,0.0004519675,0.0004558668,0.0003640633,0.0003242503],"domain_scores_gemma":[0.9986882,0.00002056545,0.00009497094,0.0007610956,0.000121503,0.000313705],"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":[0.0001053488,0.00004740017,1.095064e-8,0.00006408953,0.0003906472,0.00007008754,0.000006049638,0.000002020037,0.000004262779,0.0001488878,0.6238759,0.3752853],"study_design_scores_gemma":[0.000537338,0.0007014755,0.00000464642,0.0007313052,0.0005438509,0.0001463877,4.014661e-7,0.00001031476,0.000009475618,0.0001583471,0.996774,0.0003824606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001016836,0.001393412,0.000002319973,0.0004615677,0.000006366009,0.0005337745,0.0001151653,0.0001654308,0.997321],"genre_scores_gemma":[0.000001569142,0.000005944372,0.00008783388,0.0001424752,0.0006289183,0.00002384829,0.0003674245,0.0001430587,0.9985989],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3749028,"threshold_uncertainty_score":0.9998595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116030618648785,"score_gpt":0.2000707550576797,"score_spread":0.1889104488711919,"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."}}