{"id":"W2898414731","doi":"10.7554/elife.42181","title":"Not so benign","year":2018,"lang":"en","type":"letter","venue":"eLife","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Genitourinary system; Biology; Gene; Genome; Uterine fibroids; Genetics; Bioinformatics; Computational biology; Physiology; Medicine; Cancer research; Gynecology; Anatomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006291254,0.0004008791,0.0004997351,0.0003526646,0.00180015,0.001193784,0.0003989704,0.006076788,0.01168653],"category_scores_gemma":[0.006678048,0.0001474364,0.0003981886,0.0002051737,0.001735011,0.001526172,0.0007148233,0.007718048,0.006437087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001273345,"about_ca_system_score_gemma":0.0007451235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00248231,"about_ca_topic_score_gemma":0.004234657,"domain_scores_codex":[0.9993429,0.0001966655,0.00004776847,0.0001225773,0.0001663662,0.0001238231],"domain_scores_gemma":[0.9988841,0.00038816,0.0001026264,0.00007094505,0.0002838032,0.0002703424],"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":[0.0001228472,0.00009283318,0.005287374,0.0002195029,0.00003794426,0.03220804,0.000419719,0.0001099945,0.001826579,0.01827457,0.8782752,0.0631254],"study_design_scores_gemma":[0.00005073843,0.00009063201,0.001977778,0.0002966666,0.00002248041,0.05430261,0.0007187893,0.0001649618,0.00030154,0.0131658,0.9288773,0.00003079086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005060776,0.01299936,0.0005402123,0.9206784,0.02038747,0.00002111391,0.0001007669,0.00008970379,0.04012226],"genre_scores_gemma":[0.06676413,0.01381892,0.001071108,0.8210493,0.04745021,0.00003857241,0.0001359391,0.00006371437,0.04960814],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01168653,"threshold_uncertainty_score":0.03909534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02770156067134354,"score_gpt":0.2872058297052306,"score_spread":0.2595042690338871,"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."}}