{"id":"W2980860374","doi":"10.1016/j.jmig.2019.09.755","title":"Endosearch: The International Clinical Trial to Test a Cluster of Biomarkers to Diagnose Endometriosis","year":2019,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Endometriosis; Test (biology); Clinical trial; Cluster (spacecraft); Medical physics; Internal medicine","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":[0.004783308,0.001641511,0.002865751,0.0006239666,0.0008112218,0.001606519,0.000727497,0.002336662,0.008906147],"category_scores_gemma":[0.007871496,0.0004722278,0.002377657,0.0008016442,0.001344827,0.001835654,0.00135664,0.003032632,0.001330326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007906107,"about_ca_system_score_gemma":0.001751063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001118463,"about_ca_topic_score_gemma":0.001464131,"domain_scores_codex":[0.9972057,0.001753815,0.0001295195,0.0004349363,0.0002209458,0.0002549627],"domain_scores_gemma":[0.9965828,0.001288547,0.000706217,0.000359327,0.0003069678,0.0007561545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9158231,0.003039515,0.02071492,0.001235771,0.005756081,0.0001019488,0.00007345263,0.0009979336,0.003196253,0.001075506,0.007854925,0.04013056],"study_design_scores_gemma":[0.7963357,0.1209078,0.04845562,0.000510891,0.009847377,0.0004334809,0.000183935,0.001897619,0.002259165,0.002892218,0.01613761,0.0001386109],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.92436,0.02254861,0.004763373,0.01210596,0.002961966,0.00691197,0.01278846,0.0004042304,0.0131553],"genre_scores_gemma":[0.9505659,0.004462398,0.0119186,0.006031386,0.001303363,0.008218795,0.01112054,0.00009364964,0.006285427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008906147,"threshold_uncertainty_score":0.02979404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06677642594233896,"score_gpt":0.390150073849531,"score_spread":0.3233736479071921,"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."}}