{"id":"W4406537564","doi":"10.1016/s1241-8234(00)00016-x","title":"10.1016/s1241-8234(00)00016-x","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","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":[0.0001188924,0.0001500575,0.000249094,0.00008864874,0.00005853688,0.00002412045,0.0001186359,0.00005347806,0.9992139],"category_scores_gemma":[0.00002512323,0.0001344058,0.00008267961,0.0001681108,0.00002898116,0.00005280546,0.00004819205,0.00009878504,0.9969793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005580436,"about_ca_system_score_gemma":0.00002044103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004158624,"about_ca_topic_score_gemma":2.312552e-7,"domain_scores_codex":[0.9989573,0.00001839718,0.0001965792,0.0002686046,0.000252268,0.0003068942],"domain_scores_gemma":[0.9993272,0.00002687269,0.00002541336,0.0003540627,0.00003047547,0.0002360149],"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":[0.00006050794,0.0001124729,7.182867e-7,0.00001073646,0.00002722943,0.00003786912,0.000009615922,0.000005784937,0.00001519051,0.000004041985,0.5694108,0.4303051],"study_design_scores_gemma":[0.000717802,0.0004143227,0.0005886161,0.00008159842,0.00006895758,0.00001626935,0.000002848076,0.000051772,0.00010992,0.00000619061,0.9977889,0.0001527772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001236219,0.0001508867,0.000001902419,0.002067485,0.000002169475,0.0004713125,0.00000874937,0.0001505038,0.9959108],"genre_scores_gemma":[0.0008524725,0.000004020505,0.0001583175,0.0006664109,0.000218641,0.0000590055,0.00003518954,0.00003300648,0.997973],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4301523,"threshold_uncertainty_score":0.5480909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007203151500312774,"score_gpt":0.1982974043092939,"score_spread":0.1910942528089811,"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."}}