{"id":"W4253125920","doi":"10.1016/s1701-2163(15)30639-3","title":"Classifieds","year":2014,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001069566,0.0007298907,0.0004971644,0.004181084,0.001984305,0.003146435,0.001368017,0.0008845819,0.3326826],"category_scores_gemma":[0.00832602,0.0002988509,0.0006689169,0.002945375,0.0006647428,0.002026907,0.002059307,0.001255993,0.2272966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720635,"about_ca_system_score_gemma":0.003936753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01073521,"about_ca_topic_score_gemma":0.01218065,"domain_scores_codex":[0.9979641,0.0002278468,0.0001808565,0.0003814575,0.0008870888,0.000358561],"domain_scores_gemma":[0.9947494,0.0005919888,0.0003283397,0.001090529,0.002721806,0.0005178782],"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":[0.0003407194,0.0001695575,0.008869062,0.0003551074,0.00001911249,0.0002600251,0.0005239566,0.0002128813,0.001719497,0.03380197,0.6866611,0.267067],"study_design_scores_gemma":[0.00001998297,0.00003140742,0.004354358,0.0001454047,0.00001122562,0.0002610509,0.0004464489,0.000273314,0.000935511,0.006829747,0.9866735,0.00001813478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01818184,0.000942945,0.01141885,0.003856121,0.004138352,0.0008023747,0.07473057,0.006564321,0.8793647],"genre_scores_gemma":[0.06628456,0.001116557,0.01583546,0.002368595,0.0006730775,0.0005213981,0.1007937,0.002285652,0.8101209],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6673174,"threshold_uncertainty_score":0.9518473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350117973819446,"score_gpt":0.2185137869910028,"score_spread":0.2050126072528083,"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."}}