{"id":"W3155339964","doi":"10.26685/urncst.235","title":"Establishing a Comprehensive Framework for Future Explorations: An Endometriosis and Cardiovascular Disease Literature Review","year":2021,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Western University","funders":"","keywords":"Endometriosis; Confounding; Medicine; Disease; Intensive care medicine; Internal medicine; Bioinformatics; Biology","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":[0.01378312,0.001157218,0.002000006,0.01076546,0.00268083,0.008359288,0.002477431,0.004393928,0.005244498],"category_scores_gemma":[0.03056238,0.000728639,0.002543136,0.0089661,0.003993298,0.01094285,0.005264172,0.006080259,0.000965622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007717413,"about_ca_system_score_gemma":0.03114534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01042038,"about_ca_topic_score_gemma":0.01826738,"domain_scores_codex":[0.9916161,0.005094509,0.001382589,0.0005682837,0.0009598874,0.0003787084],"domain_scores_gemma":[0.9700908,0.02293571,0.001871314,0.0004650149,0.003902661,0.0007344638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001127778,0.000115693,0.003184875,0.1216995,0.0006198132,0.002132766,0.01802915,0.001160702,0.0004394396,0.1861283,0.1042712,0.5621058],"study_design_scores_gemma":[0.00002067248,0.0000739361,0.002014922,0.2731217,0.0005023337,0.002075612,0.01305558,0.0003490232,0.0001102209,0.04388503,0.6647055,0.0000855309],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005290608,0.9499146,0.002765812,0.0416754,0.00203788,0.0001388285,0.0001240113,0.00001824953,0.002796024],"genre_scores_gemma":[0.01085906,0.9659783,0.006958117,0.01324595,0.001557281,0.000371538,0.0001883354,0.00001333625,0.0008281872],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01378312,"threshold_uncertainty_score":0.07289302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09777702754126477,"score_gpt":0.4493768193987557,"score_spread":0.351599791857491,"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."}}