{"id":"W4387083335","doi":"10.1097/01.eem.0000554838.78507.39","title":"News","year":2019,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"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":[0.00123261,0.0009122886,0.0006015254,0.001648552,0.002237005,0.008459742,0.001371967,0.004962186,0.5717091],"category_scores_gemma":[0.01154929,0.0004347078,0.0006656478,0.001492459,0.0008949217,0.004390101,0.002423105,0.004453926,0.4847456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001890067,"about_ca_system_score_gemma":0.00231324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003373299,"about_ca_topic_score_gemma":0.005544801,"domain_scores_codex":[0.9985232,0.0001614127,0.00009960501,0.0002134353,0.0007616249,0.0002407874],"domain_scores_gemma":[0.995281,0.0007848356,0.0002972125,0.0005342361,0.002057252,0.001045403],"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":[0.00001481368,0.000007056634,0.00006651096,0.00005746375,0.000001771616,0.00004689728,0.00003036029,0.000004695677,0.00004748051,0.0009729688,0.9780257,0.02072442],"study_design_scores_gemma":[0.00000381621,0.000003244724,0.0001108478,0.00005906771,0.000001173661,0.00004328564,0.00004308096,0.000004760928,0.00002698636,0.0002439874,0.9994574,0.000002376088],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.000597945,0.007188336,0.0005989472,0.08832513,0.1601368,0.0001482706,0.005044904,0.001462836,0.7364968],"genre_scores_gemma":[0.003184668,0.004705349,0.000387926,0.05147533,0.03040708,0.0000944877,0.002760328,0.0006084696,0.9063764],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4282909,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04018322978033928,"score_gpt":0.3340752388541189,"score_spread":0.2938920090737797,"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."}}