{"id":"W4406117390","doi":"10.47611/jsrhs.v12i4.5905","title":"Biomarker Development for Endometriosis","year":2023,"lang":"en","type":"article","venue":"Journal of Student Research","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centennial College","funders":"","keywords":"Endometriosis; Biomarker; Medicine; Internal medicine; Biology; Genetics","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":[0.007734981,0.001020221,0.001235607,0.003223892,0.0007928427,0.003626684,0.001070904,0.002313049,0.008640256],"category_scores_gemma":[0.01548658,0.000404377,0.001336748,0.002301278,0.001017145,0.002098189,0.001718342,0.002707949,0.00364925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001412634,"about_ca_system_score_gemma":0.002464675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001466586,"about_ca_topic_score_gemma":0.001501083,"domain_scores_codex":[0.9962793,0.001496424,0.0003803658,0.0005553283,0.001026397,0.0002622159],"domain_scores_gemma":[0.9939526,0.002264193,0.001089572,0.000449239,0.001878905,0.0003654814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007654749,0.0003063864,0.04596522,0.007283689,0.0008119179,0.0009918261,0.0004214131,0.001290932,0.01992906,0.03366876,0.0929786,0.7955868],"study_design_scores_gemma":[0.0001743291,0.001416273,0.02663102,0.005248585,0.0008508166,0.005682325,0.0005704556,0.00237553,0.02529818,0.034701,0.8968894,0.0001621086],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03065731,0.7385358,0.0779326,0.06293878,0.01289756,0.001647436,0.008091569,0.001575341,0.06572367],"genre_scores_gemma":[0.3631567,0.3875735,0.1548323,0.0347317,0.009013275,0.003468412,0.01166743,0.0003628553,0.03519382],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008640256,"threshold_uncertainty_score":0.04090697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3793386012330796,"score_gpt":0.5430199756663503,"score_spread":0.1636813744332707,"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."}}