{"id":"W4411660584","doi":"10.51847/oa82e4qh1x","title":"10.51847/oA82e4qH1x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Vascular Anomalies and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Emergency physician; Medical emergency; Medicine; Emergency medicine; Nursing","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":[0.0004694267,0.0009870139,0.0005795156,0.001216887,0.0009248635,0.00160244,0.0009141629,0.002897804,0.9459459],"category_scores_gemma":[0.0007817932,0.000300854,0.0004942304,0.0007567245,0.0005910238,0.001224966,0.00169785,0.001157938,0.9206746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000636167,"about_ca_system_score_gemma":0.0005385654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001835054,"about_ca_topic_score_gemma":0.00199915,"domain_scores_codex":[0.9996957,0.0000270847,0.00002538269,0.00006371071,0.00009554839,0.00009256206],"domain_scores_gemma":[0.9992326,0.0001143956,0.00005621374,0.00006074353,0.0001478323,0.0003881183],"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":[0.0004106995,0.0002995818,0.002135843,0.0002939817,0.00001623389,0.001376589,0.00007677445,0.0001711713,0.003674521,0.002667878,0.3439234,0.6449534],"study_design_scores_gemma":[0.00007685029,0.00008795784,0.00217811,0.0001850223,0.000008211111,0.001302166,0.00005618424,0.0001061238,0.0007010695,0.0008225238,0.9944628,0.0000130118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00283051,0.001561806,0.000955514,0.002773183,0.001319302,0.0001138682,0.001767262,0.0009472357,0.9877313],"genre_scores_gemma":[0.003997192,0.000483207,0.0006618788,0.0009609128,0.0003030068,0.00004663194,0.0009643229,0.0001484094,0.9924345],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05405414,"threshold_uncertainty_score":0.07710159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005994832813638669,"score_gpt":0.1954404547083055,"score_spread":0.1894456218946668,"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."}}