{"id":"W4255541733","doi":"10.1017/cem.2019.418","title":"What's in a name?","year":2019,"lang":"en","type":"letter","venue":"Canadian Journal of Emergency Medicine","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Content (measure theory); World Wide Web; Information retrieval; Computer science","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":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001065387,0.0002670981,0.001040188,0.0006358291,0.00003748661,0.000008921081,0.0004730863,0.0006950261,0.04025274],"category_scores_gemma":[0.001860982,0.0001436596,0.0002251125,0.0005714892,0.0003074258,0.0001556648,0.00001230808,0.00266053,0.0001040815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001919549,"about_ca_system_score_gemma":0.00197947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004733356,"about_ca_topic_score_gemma":0.005990359,"domain_scores_codex":[0.9970052,0.0001098136,0.001220044,0.000272637,0.0007343633,0.0006579296],"domain_scores_gemma":[0.9979711,0.0001294786,0.0004710695,0.0002408114,0.0002917796,0.0008958171],"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":[0.00001216306,0.000008925421,0.01042426,0.0001461341,0.00003537315,0.003188476,0.0001466705,2.48996e-7,0.00002633855,0.000008088567,0.9839768,0.002026538],"study_design_scores_gemma":[0.0006840656,0.001280474,0.006216583,0.002552071,0.00009760511,0.0001643634,0.0002608698,0.000005394672,0.000001378827,0.000664604,0.9879137,0.0001588426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00721821,0.01525268,0.000004291831,0.9396435,0.03117257,0.0002310433,0.000004651583,0.000003378114,0.006469646],"genre_scores_gemma":[0.01370513,0.009534912,0.00004907092,0.9064445,0.03597441,0.000004629836,0.00007978672,0.00003391985,0.0341736],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04014866,"threshold_uncertainty_score":0.9996403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.118426880194767,"score_gpt":0.3408529535667257,"score_spread":0.2224260733719587,"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."}}