{"id":"W4232109644","doi":"10.1016/s1701-2163(15)30735-0","title":"Chapter 2 Evaluation","year":2013,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Menstrual Health and Disorders","field":"Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00908017,0.00108801,0.0009619169,0.002619677,0.001519344,0.004949817,0.001864845,0.001538135,0.2244875],"category_scores_gemma":[0.02802531,0.0006139091,0.001024836,0.001717932,0.0008468037,0.002353949,0.002583747,0.001643958,0.06824068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005031418,"about_ca_system_score_gemma":0.01401519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01229138,"about_ca_topic_score_gemma":0.01382154,"domain_scores_codex":[0.9906207,0.002584462,0.0004539587,0.0007605205,0.005001574,0.0005787942],"domain_scores_gemma":[0.9888782,0.003266751,0.000457154,0.0009255939,0.005861511,0.0006108311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004701483,0.0003114523,0.002080722,0.001547591,0.00004833289,0.0001187253,0.0005295416,0.0006413831,0.0008984716,0.03685959,0.4214741,0.53502],"study_design_scores_gemma":[0.0001356025,0.000246581,0.003400034,0.002300936,0.00006565901,0.0002125448,0.000423085,0.0006692476,0.001918005,0.013927,0.9766629,0.00003844194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005699486,0.008554382,0.02934692,0.008940263,0.002543848,0.007295448,0.01010227,0.002248529,0.9252688],"genre_scores_gemma":[0.05693958,0.0114414,0.05607803,0.006476303,0.001012544,0.008273141,0.01457086,0.002226423,0.8429817],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2244875,"threshold_uncertainty_score":0.7509856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02205353265848756,"score_gpt":0.2720486595658389,"score_spread":0.2499951269073513,"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."}}