{"id":"W6902024922","doi":"10.6084/m9.figshare.25465315","title":"Impact of trainees involvement on surgical outcomes of abdominal and laparoscopic myomectomy","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retrospective cohort study; Odds ratio; Confidence interval; Laparoscopy; Uterine myomectomy; Significant difference; Cohort","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":[0.00106651,0.000158914,0.0001793579,0.0004856976,0.0002347317,0.000369667,0.0003202171,0.0002907687,0.001265383],"category_scores_gemma":[0.004684392,0.000160796,0.0004034598,0.0005047469,0.0002360055,0.0004142502,0.0006554195,0.0005272698,0.0001358297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003855095,"about_ca_system_score_gemma":0.0006557504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004644711,"about_ca_topic_score_gemma":0.008841562,"domain_scores_codex":[0.9990772,0.0002554363,0.0000925182,0.0001062748,0.0002017871,0.0002667378],"domain_scores_gemma":[0.993623,0.0006149099,0.003998849,0.0001683771,0.0003726613,0.001222336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006348903,0.00001599116,0.9990906,0.000006036074,0.00002162577,0.0000383306,0.00002645357,0.00002311242,0.00004155524,0.000005203174,0.00004918359,0.0006184027],"study_design_scores_gemma":[0.000002186144,0.00004712845,0.9995915,0.00000587424,0.000009068507,0.0001097448,0.00006912375,0.00007269879,0.00001773542,0.000005100369,0.00006843509,0.000001491093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9990668,0.0002589983,0.00004357408,0.00006633775,0.000007253383,0.000005268294,0.0001744924,0.000001131225,0.000376209],"genre_scores_gemma":[0.9996082,0.00007649692,0.00003418086,0.00001892473,0.00001202591,0.000003857956,0.0001625901,9.054895e-7,0.00008286148],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004644711,"threshold_uncertainty_score":0.009235382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04340711949061847,"score_gpt":0.3502587420778683,"score_spread":0.3068516225872499,"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."}}