{"id":"W4406418442","doi":"10.1016/j.ysur.2015.03.233","title":"10.1016/j.ysur.2015.03.233","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Appendicitis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Race (biology); Appendicitis; Pediatrics; Family medicine; General surgery; Gender studies","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":[0.0006119807,0.001007172,0.0004735064,0.001723766,0.0008664746,0.002203013,0.000798019,0.002762829,0.8639601],"category_scores_gemma":[0.001711908,0.0003821813,0.0005855985,0.0006951179,0.0008040112,0.002158946,0.001242437,0.001388242,0.7866226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007475939,"about_ca_system_score_gemma":0.001118369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002297479,"about_ca_topic_score_gemma":0.00221129,"domain_scores_codex":[0.9997045,0.00003052481,0.00003097501,0.00006994986,0.00008050773,0.00008346137],"domain_scores_gemma":[0.9990631,0.0001831134,0.000145605,0.00004657182,0.0001874278,0.0003741346],"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":[0.0003115073,0.0003742664,0.01205924,0.0006080774,0.00004582209,0.0009880553,0.0001417177,0.0002304867,0.0006079298,0.003613508,0.2524844,0.7285349],"study_design_scores_gemma":[0.0001194432,0.0002565533,0.01402193,0.002108346,0.0000803968,0.01054302,0.0006419925,0.0005098198,0.0006727523,0.006876148,0.9641197,0.00004991317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009914882,0.01799504,0.002772132,0.01124738,0.003139096,0.0001468831,0.003152217,0.001583391,0.950049],"genre_scores_gemma":[0.03794314,0.01061943,0.002929787,0.003922762,0.001831766,0.0001265262,0.00246338,0.0003860558,0.9397772],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1360399,"threshold_uncertainty_score":0.1940443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007762266068995084,"score_gpt":0.2113345796609269,"score_spread":0.2035723135919318,"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."}}