{"id":"W4229015740","doi":"10.1056/nejmcps2117782","title":"Looking Back","year":2022,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Case Reports on Hematomas","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System","funders":"","keywords":"Emergency department; Saddle; Sensation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001335137,0.000105896,0.0004950623,0.0002636003,0.0000654576,0.000003727989,0.00008273666,0.00002286441,0.007810561],"category_scores_gemma":[0.0003870586,0.0000728561,0.0001005767,0.0002340576,0.00004887234,0.00004735426,0.00004596169,0.000556828,0.000009366052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001224778,"about_ca_system_score_gemma":0.0003428448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004488968,"about_ca_topic_score_gemma":0.000003405036,"domain_scores_codex":[0.9981135,0.0000647789,0.0006350973,0.0001009133,0.0009203776,0.0001653088],"domain_scores_gemma":[0.9987373,0.0001447133,0.000437603,0.0001902716,0.0001373745,0.0003527752],"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":[0.003500134,0.0003976519,0.05176743,0.0002227373,0.0005529886,0.05216549,0.003849512,0.0001803847,0.02685166,0.0006234862,0.411199,0.4486895],"study_design_scores_gemma":[0.04192948,0.00239376,0.002790934,0.0002798564,0.0002671554,0.1955593,0.0004029617,0.00003999361,0.0004691439,0.0007073293,0.7550766,0.00008348399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9213359,0.00684611,0.0007455353,0.04103451,0.002370588,0.000253953,0.000001755192,0.00002926823,0.0273824],"genre_scores_gemma":[0.9882067,0.000124511,0.0008128525,0.001568537,0.005017956,8.953942e-7,0.000004051996,0.00002310009,0.004241426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.448606,"threshold_uncertainty_score":0.9930964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376793555650646,"score_gpt":0.2929156700714726,"score_spread":0.2691477345149661,"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."}}