{"id":"W6889073331","doi":"10.25384/sage.c.6704397.v1","title":"Current Practice Patterns, Challenges, and Need for Education in Performing and Reporting Advanced Pelvic US and MRI to Investigate Endometriosis: A Survey by the Canadian Association of Radiologists Endometriosis Working Group","year":2023,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Endometriosis; Likert scale; Descriptive statistics; Clinical Practice; Multidisciplinary approach; Pelvic pain; MEDLINE; Community practice","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002910084,0.0001356796,0.0002524473,0.001563038,0.001818186,0.001186585,0.0009167879,0.0006756409,0.001872944],"category_scores_gemma":[0.0111791,0.0003953303,0.0003954596,0.003236663,0.0009035445,0.0008109687,0.0009572834,0.0007233091,0.000275491],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01216819,"about_ca_system_score_gemma":0.02622916,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9080955,"about_ca_topic_score_gemma":0.9315358,"domain_scores_codex":[0.9967997,0.000349872,0.000382493,0.0001959514,0.001546277,0.0007255762],"domain_scores_gemma":[0.987917,0.00131966,0.003251813,0.0001369796,0.004524773,0.002849752],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000319548,0.00003155852,0.9809367,0.0001494626,0.00001742259,0.000144212,0.005378673,0.0000547733,0.0001914489,0.00003822454,0.003530634,0.009495013],"study_design_scores_gemma":[0.000005607582,0.00004479471,0.9812192,0.000152972,0.000009554623,0.0002556541,0.01472068,0.0001555341,0.00004376681,0.00001279975,0.003361212,0.00001802551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842455,0.001219148,0.0001686847,0.006498888,0.00003485476,0.000159168,0.002372281,0.00002300709,0.005278472],"genre_scores_gemma":[0.9940796,0.002008239,0.0006832296,0.001317211,0.0000220169,0.00007078409,0.001026973,0.000008586577,0.0007833526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9970899,"threshold_uncertainty_score":0.1848913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1371207089526559,"score_gpt":0.3789465842710306,"score_spread":0.2418258753183747,"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."}}