{"id":"W4386584518","doi":"10.1097/01.eem.0000737496.25180.a3","title":"News","year":2021,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000612702,0.0007822772,0.0005485637,0.002382628,0.001753555,0.0071026,0.001120022,0.002113611,0.7561423],"category_scores_gemma":[0.004294165,0.0004169249,0.000549393,0.002368507,0.0004969434,0.004284128,0.002323132,0.002012771,0.6420756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001243867,"about_ca_system_score_gemma":0.001190847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004174908,"about_ca_topic_score_gemma":0.00760722,"domain_scores_codex":[0.9993813,0.00005476678,0.00003966417,0.0001086668,0.0003072808,0.00010835],"domain_scores_gemma":[0.9979675,0.0003395774,0.000139018,0.0003084683,0.0007307645,0.000514535],"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":[0.00004230417,0.0000119002,0.0001656354,0.0001244877,0.000002577821,0.00007993315,0.0000766056,0.00001457908,0.0001809439,0.002297668,0.9594633,0.03754009],"study_design_scores_gemma":[0.000003466679,0.000003853837,0.0002354912,0.00004256887,0.000001000652,0.00004792317,0.00005546476,0.00001396313,0.0000523584,0.0002148943,0.999326,0.000002918727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00103676,0.001988953,0.0009884938,0.009171057,0.01759993,0.0001587753,0.02845304,0.003716763,0.9368862],"genre_scores_gemma":[0.003456872,0.001672459,0.0007024432,0.004068897,0.003117393,0.00007141739,0.0156446,0.001300958,0.969965],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2438577,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08550044137282198,"score_gpt":0.3582904976817304,"score_spread":0.2727900563089084,"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."}}