{"id":"W7008467660","doi":"","title":"CLINICAL BIOMARKERS FOR THE NONINVASIVE DIAGNOSIS OF ENDOMETRIOSIS","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Endometriosis; Disease; Pathological; Laparoscopy; Biomarker; Pelvic inflammatory disease; Immune system","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":[0.004277039,0.0005273523,0.0008124282,0.002621627,0.0004047884,0.001631829,0.0006127771,0.00101008,0.003542088],"category_scores_gemma":[0.009775389,0.0002496806,0.0004426529,0.001646462,0.000849871,0.001306873,0.0007428483,0.001609956,0.001501074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006466312,"about_ca_system_score_gemma":0.001226737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005408074,"about_ca_topic_score_gemma":0.000869814,"domain_scores_codex":[0.9976324,0.001088327,0.0002856521,0.0001643793,0.000723484,0.0001057514],"domain_scores_gemma":[0.994939,0.00230426,0.001006438,0.0002440763,0.001260414,0.0002457453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001142084,0.0004102844,0.1789466,0.003554627,0.0002821008,0.001621984,0.0003753233,0.0005799101,0.02243846,0.01692791,0.04297656,0.7307442],"study_design_scores_gemma":[0.0003273084,0.003470371,0.2762792,0.005689992,0.0006591444,0.02069869,0.001333342,0.002862587,0.01772411,0.02197699,0.6487964,0.000181856],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06087709,0.82933,0.03654899,0.03110647,0.003750098,0.0006847161,0.001527874,0.0003037359,0.03587091],"genre_scores_gemma":[0.6090941,0.2515952,0.108286,0.009786041,0.003974579,0.001168599,0.003071653,0.00005938749,0.01296452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004277039,"threshold_uncertainty_score":0.02261943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03683310283519277,"score_gpt":0.314144872113473,"score_spread":0.2773117692782803,"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."}}