{"id":"W7093090173","doi":"10.1016/j.jmig.2025.09.309","title":"14702 The Utility of Manual Hysteroscopy Tissue Removal (mHTR) Devices for Operative Hysteroscopy (Op-HSC) in an Office Setting","year":2025,"lang":"en","type":"article","venue":"Journal of Minimally Invasive Gynecology","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Hysteroscopy; MEDLINE; Endoscopy; Text mining","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":[0.001181656,0.0002391819,0.0001835928,0.0007766041,0.0004857236,0.001128872,0.0005139188,0.0004952229,0.01008314],"category_scores_gemma":[0.005360021,0.0001428936,0.000490671,0.0003748222,0.0005247179,0.0003807449,0.0005037836,0.0004091788,0.001246771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006714393,"about_ca_system_score_gemma":0.0009103548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002259936,"about_ca_topic_score_gemma":0.004393717,"domain_scores_codex":[0.9987385,0.0005597127,0.00006651267,0.00009040057,0.0004329914,0.000111827],"domain_scores_gemma":[0.9957275,0.00245169,0.0006931038,0.0002628356,0.0004656981,0.0003992063],"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":[0.006504146,0.001996248,0.27101,0.00097613,0.00009872234,0.004685185,0.001048435,0.0003262745,0.03166439,0.0008082476,0.004622802,0.6762595],"study_design_scores_gemma":[0.000318634,0.01892814,0.9156563,0.0005734143,0.000247354,0.01394452,0.003673593,0.002580425,0.02192197,0.0003639203,0.0217077,0.00008401931],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977395,0.003964556,0.001356903,0.0005033614,0.0001605745,0.0001192674,0.0002901473,0.0001015519,0.01610857],"genre_scores_gemma":[0.9927276,0.0009826362,0.00258428,0.0003690372,0.0001310228,0.00002851974,0.0001170658,0.00004022642,0.003019542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01008314,"threshold_uncertainty_score":0.03373146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02898373930578675,"score_gpt":0.3698340779635246,"score_spread":0.3408503386577378,"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."}}