{"id":"W4245345009","doi":"10.2196/preprints.10926","title":"A Patient Registry for the Management of Uterine Fibroids in Canada: Protocol for a Multicenter, Prospective, Noninterventional Study (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Uterine fibroids; Hysterectomy; Context (archaeology); Pelvic examination; Watchful waiting; Observational study; Informed consent; Gynecology; Family medicine; Surgery; Alternative medicine; Internal medicine; Cancer","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":[],"consensus_categories":[],"category_scores_codex":[0.03399441,0.00206129,0.002356864,0.003995674,0.007266443,0.00345884,0.003377202,0.001898713,0.04107171],"category_scores_gemma":[0.04051406,0.002335806,0.00235674,0.006532707,0.001729455,0.002699834,0.002251908,0.002439674,0.006972037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01983336,"about_ca_system_score_gemma":0.1021012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2922425,"about_ca_topic_score_gemma":0.4293072,"domain_scores_codex":[0.975022,0.012791,0.004405052,0.00202432,0.003633872,0.002123653],"domain_scores_gemma":[0.9608032,0.003753706,0.006068939,0.004410809,0.0210738,0.003889521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.09806929,0.02541873,0.2027024,0.02864035,0.002447389,0.001994677,0.01273577,0.004940921,0.002955956,0.0187989,0.4620024,0.1392932],"study_design_scores_gemma":[0.1158724,0.01434295,0.513964,0.01431293,0.001269251,0.0008215501,0.009710846,0.007353548,0.00220141,0.004208307,0.3151232,0.0008195668],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.006789415,0.0001425365,0.002093577,0.0003397645,0.000101959,0.9614441,0.02585818,0.00006145962,0.003169023],"genre_scores_gemma":[0.0118878,0.0001728197,0.005836615,0.0005205902,0.0000556185,0.9728084,0.007838396,0.00001597697,0.0008638142],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.7077575,"threshold_uncertainty_score":0.5810829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03206439615799105,"score_gpt":0.353518975349305,"score_spread":0.3214545791913139,"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."}}